Final Code¶
Data Loading and Processing¶
In [1]:
import os
import numpy as np
from tensorflow.keras.preprocessing.image import ImageDataGenerator
from PIL import Image
dataset_path = 'D:/Lokesh_projects_Capstone/MOP-Code/artificial-intelligence/Vehicle Classification/datasets/'
datagen = ImageDataGenerator(rescale=1./255)
data = datagen.flow_from_directory(
dataset_path,
target_size=(224, 224),
batch_size=32,
class_mode='categorical',
shuffle=True
)
Found 3130 images belonging to 13 classes.
In [2]:
import os
import numpy as np
from tensorflow.keras.preprocessing.image import ImageDataGenerator, array_to_img
save_path = 'D:/Lokesh_projects_Capstone/MOP-Code/artificial-intelligence/Vehicle Classification/processed_images/'
if not os.path.exists(save_path):
os.makedirs(save_path)
img_count = 0
for images, labels in data:
for i in range(images.shape[0]):
img = images[i] * 255.0
img = img.astype(np.uint8)
pil_img = array_to_img(img)
class_index = np.argmax(labels[i])
class_name = list(data.class_indices.keys())[class_index]
class_dir = os.path.join(save_path, class_name)
os.makedirs(class_dir, exist_ok=True)
img_path = os.path.join(class_dir, f'image_{img_count}.png')
pil_img.save(img_path)
img_count += 1
if img_count >= data.samples:
break
print(f"Saved {img_count} resized and normalized images to: {save_path}")
C:\Users\lokesh r\AppData\Local\Programs\Python\Python311\Lib\site-packages\PIL\Image.py:1045: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images warnings.warn(
Saved 3130 resized and normalized images to: D:/Lokesh_projects_Capstone/MOP-Code/artificial-intelligence/Vehicle Classification/processed_images/
In [13]:
import matplotlib.pyplot as plt
from tensorflow.keras.preprocessing.image import array_to_img
images, labels = next(data)
sample_image = images[0]
sample_image = np.expand_dims(sample_image, axis=0)
aug_gen = ImageDataGenerator(
rotation_range=30,
horizontal_flip=True,
vertical_flip=True
)
aug_iter = aug_gen.flow(sample_image, batch_size=1)
aug_save_path = 'D:/Lokesh_projects_Capstone/MOP-Code/artificial-intelligence/Vehicle Classification/saved_data/augmented_demo/'
os.makedirs(aug_save_path, exist_ok=True)
for i in range(5):
aug_img = next(aug_iter)[0]
img = array_to_img(aug_img)
img.save(os.path.join(aug_save_path, f'augmented_{i+1}.jpg'))
plt.subplot(1, 5, i+1)
plt.imshow(img)
plt.axis('off')
plt.tight_layout()
plt.show()
Parking Classification¶
Training Dataset¶
In [4]:
dataset_dir = r"C:\Users\lokesh r\Documents\parking lot"
In [5]:
import os
import cv2
import numpy as np
img_size = 128
labels = []
images = []
for root, dirs, files in os.walk(dataset_dir):
for file in files:
if file.endswith(".jpg") or file.endswith(".png"):
img_path = os.path.join(root, file)
img = cv2.imread(img_path)
if img is None:
continue
img = cv2.resize(img, (img_size, img_size))
img = img / 255.0
label = root.split("\\")[-1]
images.append(img)
labels.append(label)
images = np.array(images)
labels = np.array(labels)
import matplotlib.pyplot as plt
plt.imshow(images[0])
plt.title(f"Label: {labels[0]}")
plt.show()
In [6]:
from sklearn.preprocessing import LabelEncoder
from tensorflow.keras.utils import to_categorical
le = LabelEncoder()
labels_encoded = le.fit_transform(labels)
labels_encoded = to_categorical(labels_encoded)
print(labels_encoded[0])
[0. 1. 0. 0. 0.]
In [7]:
from sklearn.model_selection import train_test_split
X_train, X_test, y_train, y_test = train_test_split(images, labels_encoded, test_size=0.2, random_state=42)
print(f"Training data size: {len(X_train)} | Test data size: {len(X_test)}")
Training data size: 9935 | Test data size: 2484
In [8]:
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Conv2D, MaxPooling2D, Flatten, Dense, Dropout
model = Sequential([
Conv2D(32, (3, 3), activation='relu', input_shape=(img_size, img_size, 3)),
MaxPooling2D(2, 2),
Conv2D(64, (3, 3), activation='relu'),
MaxPooling2D(2, 2),
Flatten(),
Dense(128, activation='relu'),
Dropout(0.5),
Dense(len(le.classes_), activation='softmax')
])
model.compile(optimizer='adam', loss='categorical_crossentropy', metrics=['accuracy'])
model.summary()
C:\Users\lokesh r\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\src\layers\convolutional\base_conv.py:107: UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead. super().__init__(activity_regularizer=activity_regularizer, **kwargs)
Model: "sequential"
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓ ┃ Layer (type) ┃ Output Shape ┃ Param # ┃ ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩ │ conv2d (Conv2D) │ (None, 126, 126, 32) │ 896 │ ├──────────────────────────────────────┼─────────────────────────────┼─────────────────┤ │ max_pooling2d (MaxPooling2D) │ (None, 63, 63, 32) │ 0 │ ├──────────────────────────────────────┼─────────────────────────────┼─────────────────┤ │ conv2d_1 (Conv2D) │ (None, 61, 61, 64) │ 18,496 │ ├──────────────────────────────────────┼─────────────────────────────┼─────────────────┤ │ max_pooling2d_1 (MaxPooling2D) │ (None, 30, 30, 64) │ 0 │ ├──────────────────────────────────────┼─────────────────────────────┼─────────────────┤ │ flatten (Flatten) │ (None, 57600) │ 0 │ ├──────────────────────────────────────┼─────────────────────────────┼─────────────────┤ │ dense (Dense) │ (None, 128) │ 7,372,928 │ ├──────────────────────────────────────┼─────────────────────────────┼─────────────────┤ │ dropout (Dropout) │ (None, 128) │ 0 │ ├──────────────────────────────────────┼─────────────────────────────┼─────────────────┤ │ dense_1 (Dense) │ (None, 5) │ 645 │ └──────────────────────────────────────┴─────────────────────────────┴─────────────────┘
Total params: 7,392,965 (28.20 MB)
Trainable params: 7,392,965 (28.20 MB)
Non-trainable params: 0 (0.00 B)
In [6]:
history = model.fit(X_train, y_train, epochs=10, validation_split=0.2, batch_size=32)
Epoch 1/10 249/249 ━━━━━━━━━━━━━━━━━━━━ 145s 557ms/step - accuracy: 0.6966 - loss: 1.1094 - val_accuracy: 0.6925 - val_loss: 0.8325 Epoch 2/10 249/249 ━━━━━━━━━━━━━━━━━━━━ 130s 519ms/step - accuracy: 0.6915 - loss: 0.8346 - val_accuracy: 0.6925 - val_loss: 0.8436 Epoch 3/10 249/249 ━━━━━━━━━━━━━━━━━━━━ 121s 487ms/step - accuracy: 0.7020 - loss: 0.8310 - val_accuracy: 0.6925 - val_loss: 0.8118 Epoch 4/10 249/249 ━━━━━━━━━━━━━━━━━━━━ 121s 487ms/step - accuracy: 0.7050 - loss: 0.8108 - val_accuracy: 0.6925 - val_loss: 0.8111 Epoch 5/10 249/249 ━━━━━━━━━━━━━━━━━━━━ 119s 477ms/step - accuracy: 0.7037 - loss: 0.8124 - val_accuracy: 0.6925 - val_loss: 0.8192 Epoch 6/10 249/249 ━━━━━━━━━━━━━━━━━━━━ 115s 463ms/step - accuracy: 0.7048 - loss: 0.8043 - val_accuracy: 0.6925 - val_loss: 0.8147 Epoch 7/10 249/249 ━━━━━━━━━━━━━━━━━━━━ 120s 483ms/step - accuracy: 0.7066 - loss: 0.7942 - val_accuracy: 0.6925 - val_loss: 0.8139 Epoch 8/10 249/249 ━━━━━━━━━━━━━━━━━━━━ 120s 480ms/step - accuracy: 0.6940 - loss: 0.8013 - val_accuracy: 0.6925 - val_loss: 0.8436 Epoch 9/10 249/249 ━━━━━━━━━━━━━━━━━━━━ 120s 483ms/step - accuracy: 0.6955 - loss: 0.8016 - val_accuracy: 0.6925 - val_loss: 0.8263 Epoch 10/10 249/249 ━━━━━━━━━━━━━━━━━━━━ 122s 490ms/step - accuracy: 0.7025 - loss: 0.7796 - val_accuracy: 0.6925 - val_loss: 0.8219
In [7]:
loss, accuracy = model.evaluate(X_test, y_test)
print(f"Test Accuracy: {accuracy * 100:.2f}%")
78/78 ━━━━━━━━━━━━━━━━━━━━ 8s 104ms/step - accuracy: 0.7098 - loss: 0.8011 Test Accuracy: 70.13%
In [8]:
def calculate_parking_fee(vehicle_type, duration):
base_rate = 5
factor = {
"small": 1.0,
"medium": 1.5,
"large": 2.0
}
return base_rate * duration * factor.get(vehicle_type.lower(), 1.0)
vehicle_type = "medium"
duration = 3.0
fee = calculate_parking_fee(vehicle_type, duration)
print(f"Parking Fee: ${fee:.2f}")
Parking Fee: $22.50
Empty spot Identification¶
In [18]:
train_dir = r'C:\Users\lokesh r\Documents\parking lot\train'
anno_train = r'C:\Users\lokesh r\Documents\parking lot\train\_annotations.coco.json'
with open(anno_train, "r") as file:
data = json.load(file)
for image_info in data['images']:
image_id = image_info['id']
image_path = os.path.join(train_dir, image_info['file_name'])
image = cv2.imread(image_path)
if image is None:
continue
for annotation in data['annotations']:
if annotation['image_id'] == image_id:
category_id = annotation['category_id']
bbox = annotation['bbox']
x, y, w, h = map(int, bbox)
if category_id == 1:
color = (0, 255, 0)
elif category_id == 2:
color = (0, 0, 255)
else:
color = (255, 0, 0)
cv2.rectangle(image, (x, y), (x + w, y + h), color, 2)
plt.imshow(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))
plt.axis("off")
plt.show()
break
In [1]:
train_dir = r'C:\Users\lokesh r\Documents\parking lot\train'
anno_train = r'C:\Users\lokesh r\Documents\parking lot\train\_annotations.coco.json'
with open(anno_train, "r") as file:
data = json.load(file)
num_images_to_display = 5
shown = 0
for image_info in data['images']:
if shown >= num_images_to_display:
break
image_id = image_info['id']
image_path = os.path.join(train_dir, image_info['file_name'])
image = cv2.imread(image_path)
if image is None:
continue
for annotation in data['annotations']:
if annotation['image_id'] == image_id:
category_id = annotation['category_id']
bbox = annotation['bbox']
x, y, w, h = map(int, bbox)
if category_id == 1:
color = (0, 255, 0) # Green
elif category_id == 2:
color = (0, 0, 255) # Red
else:
color = (255, 0, 0) # Blue
cv2.rectangle(image, (x, y), (x + w, y + h), color, 2)
plt.figure(figsize=(8, 6))
plt.imshow(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))
plt.title(f"Annotated Image: {image_info['file_name']}")
plt.axis("off")
plt.show()
shown += 1
In [5]:
train_dir = r'C:\Users\lokesh r\Documents\parking lot\train'
anno_train = r'C:\Users\lokesh r\Documents\parking lot\train\_annotations.coco.json'
with open(anno_train, "r") as file:
data = json.load(file)
category_map = {
1: "Car",
2: "Truck",
3: "Motorcycle"
}
color_map = {
"Car": (0, 0, 255), # red
"Truck": (255, 165, 0), # blue
"Motorcycle": (255, 255, 0) # yellow
}
num_images_to_display = 5
shown = 0
current_index = 1
for image_info in data['images']:
if shown >= num_images_to_display:
break
if current_index in [1, 4]:
current_index += 1
continue
image_id = image_info['id']
image_path = os.path.join(train_dir, image_info['file_name'])
image = cv2.imread(image_path)
if image is None:
current_index += 1
continue
for annotation in data['annotations']:
if annotation['image_id'] == image_id:
category_id = annotation['category_id']
bbox = annotation['bbox']
x, y, w, h = map(int, bbox)
label = category_map.get(category_id, "Unknown")
color = color_map.get(label, (255, 255, 255))
cv2.rectangle(image, (x, y), (x + w, y + h), color, 2)
cv2.putText(image, label, (x, y - 10), cv2.FONT_HERSHEY_SIMPLEX, 0.6, color, 2)
plt.figure(figsize=(8, 6))
plt.imshow(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))
plt.title(f"Vehicle Type Detection: {image_info['file_name']}")
plt.axis("off")
plt.show()
shown += 1
current_index += 1
In [4]:
import cv2
import numpy as np
import json
import os
import tensorflow as tf
from tensorflow.keras.preprocessing import image
from tensorflow.keras.applications.mobilenet_v2 import preprocess_input, decode_predictions
parking_slots = {
'Car': 'Small Slot',
'Truck': 'Large Slot'
}
model = tf.keras.applications.MobileNetV2(weights="imagenet")
def classify_vehicle(image_path):
img = cv2.imread(image_path)
img = cv2.resize(img, (224, 224))
img_array = image.img_to_array(img)
img_array = np.expand_dims(img_array, axis=0)
img_array = preprocess_input(img_array)
predictions = model.predict(img_array)
decoded_predictions = decode_predictions(predictions, top=1)[0][0]
label = decoded_predictions[1]
print(f"Predicted label: {label}")
if "car" in label.lower():
vehicle_type = 'Car'
elif "truck" in label.lower():
vehicle_type = 'Truck'
else:
vehicle_type = 'Unknown'
return vehicle_type
def suggest_parking_slot(vehicle_type):
if vehicle_type in parking_slots:
return parking_slots[vehicle_type]
else:
return "Unknown Vehicle Type - No Slot Available"
image_path = r'C:\Users\lokesh r\Documents\parking lot\image 3222.truck.jpg'
vehicle_type = classify_vehicle(image_path)
suggested_slot = suggest_parking_slot(vehicle_type)
print(f"Suggested Parking Slot for {vehicle_type}: {suggested_slot}")
1/1 ━━━━━━━━━━━━━━━━━━━━ 2s 2s/step Predicted label: digital_clock Suggested Parking Slot for Unknown: Unknown Vehicle Type - No Slot Available
In [5]:
!git clone https://github.com/ultralytics/yolov5
%cd yolov5
!pip install -r requirements.txt
C:\Users\lokesh r\Documents\parking lot\yolov5
Cloning into 'yolov5'...
Collecting gitpython>=3.1.30 (from -r requirements.txt (line 5))
Downloading GitPython-3.1.44-py3-none-any.whl.metadata (13 kB)
Requirement already satisfied: matplotlib>=3.3 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from -r requirements.txt (line 6)) (3.10.1)
Requirement already satisfied: numpy>=1.23.5 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from -r requirements.txt (line 7)) (2.1.3)
Requirement already satisfied: opencv-python>=4.1.1 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from -r requirements.txt (line 8)) (4.11.0.86)
Requirement already satisfied: pillow>=10.3.0 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from -r requirements.txt (line 9)) (11.1.0)
Requirement already satisfied: psutil in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from -r requirements.txt (line 10)) (7.0.0)
Requirement already satisfied: PyYAML>=5.3.1 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from -r requirements.txt (line 11)) (6.0.2)
Requirement already satisfied: requests>=2.32.2 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from -r requirements.txt (line 12)) (2.32.3)
Requirement already satisfied: scipy>=1.4.1 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from -r requirements.txt (line 13)) (1.15.2)
Collecting thop>=0.1.1 (from -r requirements.txt (line 14))
Downloading thop-0.1.1.post2209072238-py3-none-any.whl.metadata (2.7 kB)
Requirement already satisfied: torch>=1.8.0 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from -r requirements.txt (line 15)) (2.6.0)
Requirement already satisfied: torchvision>=0.9.0 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from -r requirements.txt (line 16)) (0.21.0)
Requirement already satisfied: tqdm>=4.66.3 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from -r requirements.txt (line 17)) (4.67.1)
Collecting ultralytics>=8.2.34 (from -r requirements.txt (line 18))
Downloading ultralytics-8.3.111-py3-none-any.whl.metadata (37 kB)
Requirement already satisfied: pandas>=1.1.4 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from -r requirements.txt (line 27)) (2.2.3)
Requirement already satisfied: seaborn>=0.11.0 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from -r requirements.txt (line 28)) (0.13.2)
Collecting setuptools>=70.0.0 (from -r requirements.txt (line 42))
Downloading setuptools-78.1.0-py3-none-any.whl.metadata (6.6 kB)
Collecting gitdb<5,>=4.0.1 (from gitpython>=3.1.30->-r requirements.txt (line 5))
Downloading gitdb-4.0.12-py3-none-any.whl.metadata (1.2 kB)
Requirement already satisfied: contourpy>=1.0.1 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from matplotlib>=3.3->-r requirements.txt (line 6)) (1.3.1)
Requirement already satisfied: cycler>=0.10 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from matplotlib>=3.3->-r requirements.txt (line 6)) (0.12.1)
Requirement already satisfied: fonttools>=4.22.0 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from matplotlib>=3.3->-r requirements.txt (line 6)) (4.56.0)
Requirement already satisfied: kiwisolver>=1.3.1 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from matplotlib>=3.3->-r requirements.txt (line 6)) (1.4.8)
Requirement already satisfied: packaging>=20.0 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from matplotlib>=3.3->-r requirements.txt (line 6)) (24.2)
Requirement already satisfied: pyparsing>=2.3.1 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from matplotlib>=3.3->-r requirements.txt (line 6)) (3.2.1)
Requirement already satisfied: python-dateutil>=2.7 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from matplotlib>=3.3->-r requirements.txt (line 6)) (2.9.0.post0)
Requirement already satisfied: charset-normalizer<4,>=2 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from requests>=2.32.2->-r requirements.txt (line 12)) (3.4.1)
Requirement already satisfied: idna<4,>=2.5 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from requests>=2.32.2->-r requirements.txt (line 12)) (3.10)
Requirement already satisfied: urllib3<3,>=1.21.1 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from requests>=2.32.2->-r requirements.txt (line 12)) (2.3.0)
Requirement already satisfied: certifi>=2017.4.17 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from requests>=2.32.2->-r requirements.txt (line 12)) (2025.1.31)
Requirement already satisfied: filelock in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from torch>=1.8.0->-r requirements.txt (line 15)) (3.18.0)
Requirement already satisfied: typing-extensions>=4.10.0 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from torch>=1.8.0->-r requirements.txt (line 15)) (4.12.2)
Requirement already satisfied: networkx in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from torch>=1.8.0->-r requirements.txt (line 15)) (3.4.2)
Requirement already satisfied: jinja2 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from torch>=1.8.0->-r requirements.txt (line 15)) (3.1.6)
Requirement already satisfied: fsspec in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from torch>=1.8.0->-r requirements.txt (line 15)) (2025.3.2)
Requirement already satisfied: sympy==1.13.1 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from torch>=1.8.0->-r requirements.txt (line 15)) (1.13.1)
Requirement already satisfied: mpmath<1.4,>=1.1.0 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from sympy==1.13.1->torch>=1.8.0->-r requirements.txt (line 15)) (1.3.0)
Requirement already satisfied: colorama in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from tqdm>=4.66.3->-r requirements.txt (line 17)) (0.4.6)
Collecting numpy>=1.23.5 (from -r requirements.txt (line 7))
Downloading numpy-2.1.1-cp311-cp311-win_amd64.whl.metadata (59 kB)
Collecting py-cpuinfo (from ultralytics>=8.2.34->-r requirements.txt (line 18))
Downloading py_cpuinfo-9.0.0-py3-none-any.whl.metadata (794 bytes)
Collecting ultralytics-thop>=2.0.0 (from ultralytics>=8.2.34->-r requirements.txt (line 18))
Downloading ultralytics_thop-2.0.14-py3-none-any.whl.metadata (9.4 kB)
Requirement already satisfied: pytz>=2020.1 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from pandas>=1.1.4->-r requirements.txt (line 27)) (2025.2)
Requirement already satisfied: tzdata>=2022.7 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from pandas>=1.1.4->-r requirements.txt (line 27)) (2025.2)
Collecting smmap<6,>=3.0.1 (from gitdb<5,>=4.0.1->gitpython>=3.1.30->-r requirements.txt (line 5))
Downloading smmap-5.0.2-py3-none-any.whl.metadata (4.3 kB)
Requirement already satisfied: six>=1.5 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from python-dateutil>=2.7->matplotlib>=3.3->-r requirements.txt (line 6)) (1.17.0)
Requirement already satisfied: MarkupSafe>=2.0 in c:\users\lokesh r\appdata\local\programs\python\python311\lib\site-packages (from jinja2->torch>=1.8.0->-r requirements.txt (line 15)) (3.0.2)
Downloading GitPython-3.1.44-py3-none-any.whl (207 kB)
Downloading thop-0.1.1.post2209072238-py3-none-any.whl (15 kB)
Downloading ultralytics-8.3.111-py3-none-any.whl (978 kB)
---------------------------------------- 0.0/978.8 kB ? eta -:--:--
---------------------------------------- 978.8/978.8 kB 5.7 MB/s eta 0:00:00
Downloading numpy-2.1.1-cp311-cp311-win_amd64.whl (12.9 MB)
---------------------------------------- 0.0/12.9 MB ? eta -:--:--
---- ----------------------------------- 1.3/12.9 MB 6.7 MB/s eta 0:00:02
-------- ------------------------------- 2.9/12.9 MB 6.7 MB/s eta 0:00:02
------------- -------------------------- 4.2/12.9 MB 6.6 MB/s eta 0:00:02
----------------- ---------------------- 5.5/12.9 MB 6.7 MB/s eta 0:00:02
--------------------- ------------------ 7.1/12.9 MB 6.7 MB/s eta 0:00:01
-------------------------- ------------- 8.7/12.9 MB 6.7 MB/s eta 0:00:01
------------------------------- -------- 10.2/12.9 MB 6.7 MB/s eta 0:00:01
----------------------------------- ---- 11.5/12.9 MB 6.7 MB/s eta 0:00:01
--------------------------------------- 12.8/12.9 MB 6.7 MB/s eta 0:00:01
---------------------------------------- 12.9/12.9 MB 6.6 MB/s eta 0:00:00
Downloading setuptools-78.1.0-py3-none-any.whl (1.3 MB)
---------------------------------------- 0.0/1.3 MB ? eta -:--:--
---------------------------------------- 1.3/1.3 MB 6.4 MB/s eta 0:00:00
Downloading gitdb-4.0.12-py3-none-any.whl (62 kB)
Downloading ultralytics_thop-2.0.14-py3-none-any.whl (26 kB)
Downloading py_cpuinfo-9.0.0-py3-none-any.whl (22 kB)
Downloading smmap-5.0.2-py3-none-any.whl (24 kB)
Installing collected packages: py-cpuinfo, smmap, setuptools, numpy, gitdb, ultralytics-thop, thop, gitpython, ultralytics
Attempting uninstall: setuptools
Found existing installation: setuptools 65.5.0
Uninstalling setuptools-65.5.0:
Successfully uninstalled setuptools-65.5.0
Attempting uninstall: numpy
Found existing installation: numpy 2.1.3
Uninstalling numpy-2.1.3:
Successfully uninstalled numpy-2.1.3
Successfully installed gitdb-4.0.12 gitpython-3.1.44 numpy-2.1.1 py-cpuinfo-9.0.0 setuptools-78.1.0 smmap-5.0.2 thop-0.1.1.post2209072238 ultralytics-8.3.111 ultralytics-thop-2.0.14
WARNING: Failed to remove contents in a temporary directory 'C:\Users\lokesh r\AppData\Local\Programs\Python\Python311\Lib\site-packages\~umpy.libs'. You can safely remove it manually. WARNING: Failed to remove contents in a temporary directory 'C:\Users\lokesh r\AppData\Local\Programs\Python\Python311\Lib\site-packages\~umpy'. You can safely remove it manually.
In [ ]:
import cv2
import numpy as np
import os
folder_path = r"C:\Users\lokesh r\Documents\parking lot\test"
car_slots = [(50, 100, 80, 160), (150, 100, 80, 160)]
truck_slots = [(300, 100, 120, 180)]
def is_slot_empty(roi, threshold=30):
gray = cv2.cvtColor(roi, cv2.COLOR_BGR2GRAY)
blur = cv2.GaussianBlur(gray, (5, 5), 0)
edges = cv2.Canny(blur, 50, 150)
white_pixels = cv2.countNonZero(edges)
return white_pixels < threshold
print("Files found in folder:")
print(os.listdir(folder_path))
for filename in os.listdir(folder_path):
if filename.lower().endswith(('.jpg', '.png')):
image_path = os.path.join(folder_path, filename)
image = cv2.imread(image_path)
if image is None:
print(f" Failed to load image: {image_path}")
continue
print(f"\nProcessing: {filename}")
for idx, (x, y, w, h) in enumerate(car_slots):
roi = image[y:y+h, x:x+w]
status = "Empty" if is_slot_empty(roi) else "Occupied"
color = (0, 255, 0) if status == "Empty" else (0, 0, 255)
cv2.rectangle(image, (x, y), (x+w, y+h), color, 2)
cv2.putText(image, f"Car Slot {idx+1}: {status}", (x, y-10),
cv2.FONT_HERSHEY_SIMPLEX, 0.5, color, 1)
print(f"Car Slot {idx+1}: {status}")
for idx, (x, y, w, h) in enumerate(truck_slots):
roi = image[y:y+h, x:x+w]
status = "Empty" if is_slot_empty(roi, threshold=40) else "Occupied"
color = (0, 255, 0) if status == "Empty" else (0, 0, 255)
cv2.rectangle(image, (x, y), (x+w, y+h), color, 2)
cv2.putText(image, f"Truck Slot {idx+1}: {status}", (x, y-10),
cv2.FONT_HERSHEY_SIMPLEX, 0.5, color, 1)
print(f"Truck Slot {idx+1}: {status}")
cv2.imshow("Parking Slot Detection", image)
cv2.waitKey(0)
cv2.destroyAllWindows()
Files found in folder: ['2012-09-11_15_53_00_jpg.rf.8282544a640a23df05bd245a9210e663.jpg', '2012-09-11_16_48_36_jpg.rf.4ecc8c87c61680ccc73edc218a2c8d7d.jpg', '2012-09-12_06_36_36_jpg.rf.08869047c7e9f62f5ce9334546b52958.jpg', '2012-09-12_08_15_53_jpg.rf.025635f821fe24c12ab497efbfd3d35c.jpg', '2012-09-12_09_18_46_jpg.rf.d95bc1a314fb384813111f94c25b4ef3.jpg', '2012-09-12_10_05_57_jpg.rf.5f9542ab6498fd436eef35d5ac8f5c04.jpg', '2012-09-12_11_19_23_jpg.rf.6117980a95928044af18001e3c3bbdb8.jpg', '2012-09-12_11_56_00_jpg.rf.041680c3e728940e946ad42134b7362a.jpg', '2012-09-12_12_48_19_jpg.rf.eccec03cf08ccc4f50d46b8212b2668f.jpg', '2012-09-12_14_12_08_jpg.rf.667489b9945bf933e519cc5c39c3a084.jpg', '2012-09-13_06_57_24_jpg.rf.0266dc68a1401a0553bec6affdcfae57.jpg', '2012-09-13_08_00_06_jpg.rf.1ea886928664eac762253de57ec7ff2a.jpg', '2012-09-13_08_05_23_jpg.rf.ba4af568227bec2356b5946138015b11.jpg', '2012-09-13_12_40_23_jpg.rf.e2e788b7bb9853a92ca3b55dae7a17cd.jpg', '2012-09-13_13_25_24_jpg.rf.fd17435c075567f752d1aeb5dc085e3f.jpg', '2012-09-13_13_35_25_jpg.rf.add202e1d57b07f24a2a6048fd9eb516.jpg', '2012-09-13_17_45_35_jpg.rf.a07d5d9e9e4a2e20199f66582222ed36.jpg', '2012-09-14_09_21_11_jpg.rf.764ed3c1a9473f0e2f1105afb5a6c824.jpg', '2012-09-14_10_16_14_jpg.rf.6742cad49e1cdd4e335875fdf159bc23.jpg', '2012-09-14_11_36_17_jpg.rf.0cdece6e4478e6c1ba4308d215080df8.jpg', '2012-09-14_11_51_18_jpg.rf.356aaf9a7b058734062e47c43c0fe4f7.jpg', '2012-09-14_12_16_19_jpg.rf.7bb3308fceb1708a3ff8fc5f063873be.jpg', '2012-09-14_12_36_20_jpg.rf.6d952ef8e3c658fb770e865a87b0b1bb.jpg', '2012-09-14_12_41_20_jpg.rf.1e0ca167fd597e71c5fb4053b1a09741.jpg', '2012-09-14_13_26_22_jpg.rf.7d32e97a3056d8cc796bc088a7a5d559.jpg', '2012-09-14_13_46_23_jpg.rf.2078cfb296bea9b8ca680d7a0388261f.jpg', '2012-09-14_14_31_24_jpg.rf.48855e96ad7657c38dea825ce12213a1.jpg', '2012-09-14_15_41_27_jpg.rf.ca488c16146f64b4f9fd8b9111863dca.jpg', '2012-09-14_16_26_29_jpg.rf.fc42633f9baa59669aeed1cfe8dfbade.jpg', '2012-09-15_07_02_01_jpg.rf.079ed65a302f63446ed4f99348787027.jpg', '2012-09-15_10_07_09_jpg.rf.5c1e2e6264d8020dfc75498ea228cf51.jpg', '2012-09-15_13_22_17_jpg.rf.94befc25527aa771c4dd6d8fc2b049bc.jpg', '2012-09-15_14_32_20_jpg.rf.719b200c7c3829236a2572af8d62c8f8.jpg', '2012-09-15_14_37_20_jpg.rf.55724bc9827fafd3cc5a804c51479939.jpg', '2012-09-15_14_57_21_jpg.rf.986866692e7f396a959b663c817a9f17.jpg', '2012-09-15_15_02_21_jpg.rf.499320b915576d670e45290c4b27bb0f.jpg', '2012-09-16_07_02_57_jpg.rf.ab0e81f26cb3da260e9e94e3efd22b89.jpg', '2012-09-16_07_47_58_jpg.rf.cae551291a57636e8e960e2303e93e91.jpg', '2012-09-16_10_23_05_jpg.rf.5a8cdf3847878b3dcc56731a819f7969.jpg', '2012-09-16_10_33_05_jpg.rf.d46b86ecd36133810505cac5458584a2.jpg', '2012-09-16_10_48_06_jpg.rf.aa55ec7b4aec3bf42171a95bbc229f85.jpg', '2012-09-16_10_53_06_jpg.rf.36aa60d617cd59bc92ee7e6467b1990b.jpg', '2012-09-16_12_28_10_jpg.rf.8fba15e8a2850ccdcb0a9d6d7291e575.jpg', '2012-09-16_13_03_11_jpg.rf.102560f88885428dd49ccb05deaf2cd0.jpg', '2012-09-16_14_08_14_jpg.rf.632a6da7d8e089d4fc9260725a7e01c6.jpg', '2012-09-16_14_18_15_jpg.rf.c539385566376a920ba452e3d2ac990a.jpg', '2012-09-16_14_33_15_jpg.rf.046655b18010a33db88f1b78223b71fa.jpg', '2012-09-16_14_58_16_jpg.rf.3320031d2613d580d48c4bbcbac72694.jpg', '2012-09-16_15_28_17_jpg.rf.68d85df13a52e9eaa08a6311695fff1a.jpg', '2012-09-16_16_03_19_jpg.rf.2f750c50c8a9b11dc5c110172ab064fc.jpg', '2012-09-16_16_48_20_jpg.rf.4ee4e6ff09f4b8ea2cfaffadb3ee17c0.jpg', '2012-09-16_17_43_22_jpg.rf.1a60372dec1eed5cf7b04d863b37bffb.jpg', '2012-09-17_06_03_49_jpg.rf.7665f6ed5ca4df2ba0d12d6f3df4a95b.jpg', '2012-09-17_06_08_49_jpg.rf.b1e8179c5716c625dd71c404e4b29beb.jpg', '2012-09-17_06_23_50_jpg.rf.23c7932cda3bf652680e970ae11fe348.jpg', '2012-09-17_06_38_50_jpg.rf.2c16970e7a609722934a3488a87988a8.jpg', '2012-09-17_07_28_52_jpg.rf.6eaef63caea138fd75e7a92426c6219d.jpg', '2012-09-17_10_14_00_jpg.rf.f5a76adda8d5da49191e77c8556f9bfc.jpg', '2012-09-17_10_29_00_jpg.rf.dd5767f5257d796b54e118ea24472273.jpg', '2012-09-17_12_29_06_jpg.rf.52b6b85f338407b7647edd791f4e67d7.jpg', '2012-09-17_12_34_06_jpg.rf.ea577532951f394a5ccb4a19292799ce.jpg', '2012-09-17_13_14_08_jpg.rf.e700bbc3e6a52913a1e7baa8767a53f8.jpg', '2012-09-17_14_29_11_jpg.rf.a132e639e63da7002e005e7008fb85af.jpg', '2012-09-17_14_59_13_jpg.rf.19295fd86ac2679aa0f2e22d94af2d64.jpg', '2012-09-17_16_19_16_jpg.rf.b64a60153ff343c955ec354a95657a69.jpg', '2012-09-17_16_29_16_jpg.rf.58c9eb48425e935d07bd9afbe67823a9.jpg', '2012-09-17_17_59_20_jpg.rf.018c0e89285f202f26dd49282bc598a6.jpg', '2012-09-18_05_54_47_jpg.rf.76eb7d6cf9642582011d36744b94349d.jpg', '2012-09-18_06_59_50_jpg.rf.a4aa48b48111d30265f039ac6a9db512.jpg', '2012-09-18_07_24_51_jpg.rf.2f5369a91b64090b303bd4ec6c67dc96.jpg', '2012-09-18_08_24_53_jpg.rf.4ac192da73cca67c81ff736b9ad92131.jpg', '2012-09-18_09_29_56_jpg.rf.6374b39c744746ffdc252cf5e4063b8f.jpg', '2012-09-18_09_39_57_jpg.rf.a4fa6a02578c79978b0c1a0010b8016b.jpg', '2012-09-18_10_24_59_jpg.rf.781324f4645c6e8bf0b4bdbc8f41d657.jpg', '2012-09-18_10_39_59_jpg.rf.d81db51a291d1129cc3cef7ebf514e8a.jpg', '2012-09-18_10_45_00_jpg.rf.80031e2e2ddb96518db1a431204fc77d.jpg', '2012-09-18_11_20_01_jpg.rf.5fd82a7e9658371deb0142c8c4f0f088.jpg', '2012-09-18_11_25_01_jpg.rf.fddcbb78aac993220111369d8dd8c5db.jpg', '2012-09-18_11_50_03_jpg.rf.283e4a59fccc5209039a076f0920edc2.jpg', '2012-09-18_12_35_04_jpg.rf.854104452c86fa676498969fbb0b252e.jpg', '2012-09-18_13_40_07_jpg.rf.c18cd85b25b56429ee268598b2564c8a.jpg', '2012-09-18_14_25_09_jpg.rf.d7ae716726f07d466c49666187843651.jpg', '2012-09-18_15_10_11_jpg.rf.66a439b06d6b6f2ca9768282f075e366.jpg', '2012-09-18_15_25_12_jpg.rf.66adfb175ef02d31c983fda00494686b.jpg', '2012-09-18_16_05_14_jpg.rf.d801ab3675fa600ad71c0d30cdf340f9.jpg', '2012-09-18_16_45_16_jpg.rf.10fb46c9ae07ea13945e9dda43e77cc0.jpg', '2012-09-18_17_10_17_jpg.rf.9737176450f2af6f772763bc20fa1ae2.jpg', '2012-09-18_17_45_19_jpg.rf.995b961787645f49a883f9e5270d79bc.jpg', '2012-09-18_17_50_19_jpg.rf.f1179b5312ea0ebae3e27a0d635b3b7b.jpg', '2012-09-19_08_10_53_jpg.rf.a37e4b4b4a0ed916c010141ab8f31a12.jpg', '2012-09-19_09_18_25_jpg.rf.7dcc621b05d2e89d66f5929aface56d4.jpg', '2012-09-19_11_03_30_jpg.rf.1a099e262606ad2b19079fefa6e0b2ce.jpg', '2012-09-19_11_13_30_jpg.rf.de75e761f1ccb66e3fb0c88ce1edad52.jpg', '2012-09-19_12_13_33_jpg.rf.44df18ec102fc1b76929b9bfd066c678.jpg', '2012-09-19_12_28_33_jpg.rf.1792f8f7c17101cec646c1adca8b886b.jpg', '2012-09-19_12_53_34_jpg.rf.a8cf1e178f452a2dff7096b55a955cb0.jpg', '2012-09-19_12_58_35_jpg.rf.a5adb54ddd5417b79a1ed0cab4e9e3a0.jpg', '2012-09-19_13_03_35_jpg.rf.235f0b0ccd3f43d2b51e47e226217162.jpg', '2012-09-19_13_13_35_jpg.rf.a81bf6420e6147cd9c441c6dde128dd2.jpg', '2012-09-19_15_08_40_jpg.rf.45d4c71f3caccc363b0deeb5d87899ca.jpg', '2012-09-19_15_53_42_jpg.rf.9fb617e57331ab527b30cca98bc92fac.jpg', '2012-09-19_16_38_44_jpg.rf.ebf24466f264c1ad61c4bbf9616e9e04.jpg', '2012-09-19_17_23_46_jpg.rf.c4e1a59b541a1ffc54e59c2f961ee042.jpg', '2012-09-19_18_03_47_jpg.rf.20e356fd2ca8a699629d2a45d20f56bb.jpg', '2012-09-20_07_54_18_jpg.rf.38bb40e59726cae985498264813dd63c.jpg', '2012-09-20_07_59_18_jpg.rf.49adc24e94dcbceb4a9bd9bd172fe08e.jpg', '2012-09-20_09_24_22_jpg.rf.954343036c855f0de3f87ae45d26a485.jpg', '2012-09-20_09_39_23_jpg.rf.e24465975d14ee5e1345b6d6bd68cb18.jpg', '2012-09-20_12_24_30_jpg.rf.6a92f5435897a0018e960fdedab3b1cb.jpg', '2012-09-20_13_39_34_jpg.rf.05bccd3b9c1d3caf2bc99daef40ea35d.jpg', '2012-09-20_16_44_41_jpg.rf.888d1105f91b958bf5440a6b2143bbae.jpg', '2012-09-20_17_29_43_jpg.rf.628570c262193307c079d1724bda9b9a.jpg', '2012-09-20_17_59_44_jpg.rf.514a3df4c863dad73a00622369a33be8.jpg', '2012-09-21_06_15_11_jpg.rf.700d0875e6e6d882425c713f1f28e44c.jpg', '2012-09-21_06_35_11_jpg.rf.b3120831351aab32cfea10c9060af5aa.jpg', '2012-09-21_06_50_12_jpg.rf.0463225607a4bde17be0d7e1e1170b8a.jpg', '2012-09-21_06_55_12_jpg.rf.213989fcc67713273acccba3ea99b15e.jpg', '2012-09-21_07_00_12_jpg.rf.a6c7c2f39f77399ac675f280c5dcf082.jpg', '2012-09-21_07_05_12_jpg.rf.1e88fe4eb85dccdf7ce28b7a4cc361d7.jpg', '2012-09-21_07_20_13_jpg.rf.0606b43f93ed03f40e1b4504cf41d7be.jpg', '2012-09-21_08_50_17_jpg.rf.ef2de236b70843d39646ab1045814947.jpg', '2012-09-21_09_20_18_jpg.rf.8534c023f43191b92630246a973aa21a.jpg', '2012-09-21_10_55_23_jpg.rf.fd886036d67d6715e34221c45a1722f5.jpg', '2012-09-21_12_00_25_jpg.rf.19f0f1aa5edf9890d53a5ccf098f1ccb.jpg', '2012-09-21_12_20_26_jpg.rf.f241bb96499221557548412f4cff2352.jpg', '2012-09-21_13_30_28_jpg.rf.2d3b19e6ea3c0127239f2ed548b5cbf1.jpg', '2012-09-21_14_55_32_jpg.rf.933cba9d4351e13cb04dbe7e32ca141c.jpg', '2012-09-21_15_25_34_jpg.rf.534ee4423c51d30a279fbc5a01cdabc7.jpg', '2012-09-21_16_25_36_jpg.rf.b723b2e9dad8cc6a55982d814f352e5f.jpg', '2012-09-21_16_30_37_jpg.rf.f6a23ddf8854497c9d599a1bc4b03a99.jpg', '2012-09-28_05_45_56_jpg.rf.a693ba02421f35af137d833bcfe1c1eb.jpg', '2012-09-28_06_00_57_jpg.rf.415f3ccb15acd5dd2d4e28a14805769e.jpg', '2012-09-28_06_10_58_jpg.rf.088027df8679e2e21deac1217d9ed309.jpg', '2012-09-28_08_01_02_jpg.rf.32faef3763d8f23e1030add2fb0573cf.jpg', '2012-09-28_08_11_03_jpg.rf.ac5912fc2a47b22e98b22f6badb2c4a3.jpg', '2012-09-28_09_01_05_jpg.rf.b7c69a2ea5afdd2d74543c41ad7cfa87.jpg', '2012-09-28_09_56_08_jpg.rf.1c46c5327e69500853ebee34eab9b780.jpg', '2012-09-28_10_11_09_jpg.rf.792ab6f8bef371e9ee380ec8d235290d.jpg', '2012-09-28_10_46_10_jpg.rf.f334f1580cb54365ea3a3692dd2442f8.jpg', '2012-09-28_11_11_12_jpg.rf.82217b133927d0ea403b37789de22298.jpg', '2012-09-28_11_21_12_jpg.rf.a9f0d294bcb6b2190fd712a19745bd5f.jpg', '2012-09-28_12_01_14_jpg.rf.b6da01ba8c400d6c2e9485b2403452b5.jpg', '2012-09-28_15_51_24_jpg.rf.0d609dc3950234e10a1d535952e97ec0.jpg', '2012-09-28_17_01_27_jpg.rf.4815770c6a127114432aa712129f6563.jpg', '2012-09-28_17_36_29_jpg.rf.807fb3bf81520a7a5773912ed44e6cb1.jpg', '2012-09-29_06_52_04_jpg.rf.b183c585a1c7ee47fd6eda18e3f49eb9.jpg', '2012-10-05_08_37_50_jpg.rf.1c2fabd4119cb0ea2b032a3287c6f445.jpg', '2012-10-11_07_46_49_jpg.rf.33c2e7f8accebcdcafec151bccf266cb.jpg', '2012-10-11_07_57_00_jpg.rf.9f49b8221834c83a12232b8f7a40cc73.jpg', '2012-10-11_07_57_32_jpg.rf.4768949839782414d46bcbb5aec561bc.jpg', '2012-10-11_07_59_35_jpg.rf.78c814f04eb292f91ce1391f606f276a.jpg', '2012-10-11_08_00_49_jpg.rf.28ae831b30ea3e1dbf4d38cf8401af49.jpg', '2012-10-11_08_16_32_jpg.rf.85c0dc2d8b217b8a75da617fbb973d8f.jpg', '2012-10-11_08_51_34_jpg.rf.6f3d919846a6aee30318150f96a6610f.jpg', '2012-10-11_09_01_34_jpg.rf.e3bcda671ae03da23aacf902df72fc51.jpg', '2012-10-11_09_26_35_jpg.rf.25bf9f5a7263ceb120d19007faa7e9a1.jpg', '2012-10-11_09_51_36_jpg.rf.063d03d59ec965d7a48d88b7b8c55d04.jpg', '2012-10-11_10_41_39_jpg.rf.77020a5b23daa16a675cd4e987014059.jpg', '2012-10-11_11_46_42_jpg.rf.df4c0a164dbdae15310e0adc60e1b4e3.jpg', '2012-10-11_13_16_46_jpg.rf.fde06f001616ac8b938c0836ebe6b783.jpg', '2012-10-11_14_06_48_jpg.rf.9aca9555e2bb7f815e73d11a35a864aa.jpg', '2012-10-11_14_11_48_jpg.rf.e797dad403bcaeced64eafbb2af5f20b.jpg', '2012-10-11_14_41_49_jpg.rf.97e3afb413d4bc0497144266daab5cfb.jpg', '2012-10-11_15_31_51_jpg.rf.7bf6cac0d0e087af74752bf1409ba700.jpg', '2012-10-11_15_56_52_jpg.rf.1eee10edeb26b77d6a9c0ba55cc7abf6.jpg', '2012-10-11_16_01_52_jpg.rf.8b291a13e7076442bb6f73698cc93dc2.jpg', '2012-10-11_16_26_53_jpg.rf.da7784becca9dc8190194e9516c3d08c.jpg', '2012-10-11_17_16_55_jpg.rf.cff6929ba1732a13b5d57e0045fd07ee.jpg', '2012-10-11_17_51_57_jpg.rf.bbaf1bee4b30bcf99fe70258977ba8b8.jpg', '2012-10-11_17_56_57_jpg.rf.8c325b5fa2c876230c9d816a33138306.jpg', '2012-10-11_18_01_57_jpg.rf.c3dd87e290b5c26eac656a5b503aadba.jpg', '2012-10-11_18_16_58_jpg.rf.066c08f71501c9fb38a9a73d692973e6.jpg', '2012-10-12_06_32_31_jpg.rf.2ca1726244819abb9e6f5d204f666a62.jpg', '2012-10-12_07_57_34_jpg.rf.9a6ecbe717d3892f9dbc32a012ee2009.jpg', '2012-10-12_09_02_37_jpg.rf.7060b426e1d5293a5eb8446489e17900.jpg', '2012-10-12_09_22_38_jpg.rf.0fa76b753d3876d9eb8690682deb5ad5.jpg', '2012-10-12_09_32_39_jpg.rf.1425590a48e2082a0e1dc4d7348926d7.jpg', '2012-10-12_09_52_40_jpg.rf.f930ea375021f39b88a3d10cf26973fb.jpg', '2012-10-12_10_12_41_jpg.rf.43daec581cff81cf2c21808720505c33.jpg', '2012-10-12_11_47_45_jpg.rf.bb956df5e3a000d4f46cf29b674cb634.jpg', '2012-10-12_11_57_45_jpg.rf.f376b3cf69c52c39b3919b57e624f8a7.jpg', '2012-10-12_12_52_47_jpg.rf.9f49b600e5fcddfc815c3edd2a2bfe6a.jpg', '2012-10-12_13_22_49_jpg.rf.aa1830a35eb581b2a865b61d6e050157.jpg', '2012-10-12_14_32_52_jpg.rf.fe45c95e1238dd9a120bf3fbc5651723.jpg', '2012-10-12_15_07_54_jpg.rf.c28ab85783ac5691f474d59ed68d417e.jpg', '2012-10-12_16_52_57_jpg.rf.1d6b16a14bb29ce490b564ca1ba7ddd1.jpg', '2012-10-12_16_57_58_jpg.rf.0f483e1ad98677f979fd2b8a89740ab8.jpg', '2012-10-12_17_12_58_jpg.rf.df960d7edb22e78b7ddb68dda2e07239.jpg', '2012-10-13_05_38_33_jpg.rf.2fcb04a388870d58a2f2f1aa313ec3cd.jpg', '2012-10-13_06_13_34_jpg.rf.ed7636345afb35c528f862aea60ba5af.jpg', '2012-10-13_07_13_37_jpg.rf.1364bcf566bf8ac82ad19daaa37d7d77.jpg', '2012-10-13_07_23_37_jpg.rf.945dc6ca68f2111c2acf8f2c4f946238.jpg', '2012-10-13_08_33_40_jpg.rf.9ca392a2904063535674d50a7c2dbf5e.jpg', '2012-10-13_08_58_41_jpg.rf.f2bd2e862fdf97647e5a6948adde3e8a.jpg', '2012-10-13_09_48_43_jpg.rf.94a1151d06eb270cfe39469abf780ef6.jpg', '2012-10-13_13_18_51_jpg.rf.3c44234aa3e81e9912fd37bd1b431cf6.jpg', '2012-10-13_13_48_53_jpg.rf.5b8f69148bce71c61c03c8e386fed855.jpg', '2012-10-13_14_08_54_jpg.rf.d6354a6f6ec896dc26bd855ce624097f.jpg', '2012-10-13_15_08_56_jpg.rf.f3bf8e222a8d8e3ae8fa47a9f85c6a08.jpg', '2012-10-13_15_48_58_jpg.rf.c524936e6dcd98f5cb2dea0a394bfe96.jpg', '2012-10-13_16_54_01_jpg.rf.447fa1971bec543e562b43d75643b867.jpg', '2012-10-14_05_59_35_jpg.rf.715c12876416871c9360b6095378a2c4.jpg', '2012-10-14_07_59_40_jpg.rf.a8c766746259efd266c1d5415abf57d6.jpg', '2012-10-14_08_04_41_jpg.rf.b1e4bdf1bf1f2fa4fdf1fa71e2343745.jpg', '2012-10-14_08_29_42_jpg.rf.7f266332895d7e80d5c5565636a53e42.jpg', '2012-10-14_08_39_42_jpg.rf.2e5990fb202d657b520d787d8fdbce0d.jpg', '2012-10-14_08_49_43_jpg.rf.2bc18c494d3c27b7c7cf05ed90f9497f.jpg', '2012-10-14_09_14_44_jpg.rf.b1aba9c10ec25bbbfc50a21980013088.jpg', '2012-10-14_09_29_44_jpg.rf.eb6e5c6e3747bd8267830cfd275de24b.jpg', '2012-10-14_09_34_45_jpg.rf.7f0fc027e4438eb1f12696e7622cee4d.jpg', '2012-10-14_10_29_47_jpg.rf.2cd2abecc3a5920657ea9d1a9c8773f9.jpg', '2012-10-14_11_39_50_jpg.rf.7681ec43f38cc9c6243f691747728de5.jpg', '2012-10-14_12_14_52_jpg.rf.e94b373e9d1854df25225eaf57c4c004.jpg', '2012-10-14_12_59_54_jpg.rf.22d1c70f8723c62336d3a279224e3c06.jpg', '2012-10-14_13_14_54_jpg.rf.c4e49f412ed0ec80d1076e3bd0415ca0.jpg', '2012-10-14_13_34_55_jpg.rf.96af6ddfc9f2746abafdeb7131bc8b9f.jpg', '2012-10-14_14_34_58_jpg.rf.b1ff27b02156f0aa8ab037491c4871b3.jpg', '2012-10-14_16_20_02_jpg.rf.54c1c58390e97f94fafaa1a081e4bcad.jpg', '2012-10-14_16_25_03_jpg.rf.c009f1eb8e102e3882416988d7470368.jpg', '2012-10-14_16_55_04_jpg.rf.4d671fb5875e07d25f45c5aaae711d2a.jpg', '2012-10-14_18_05_07_jpg.rf.f578ef8650d0a19584205fc31561ceba.jpg', '2012-10-14_18_15_08_jpg.rf.13271cfa0bed8eeb70db1eebeea1b5d2.jpg', '2012-10-15_07_10_43_jpg.rf.3d63420facffc9d28e4109601f00d39a.jpg', '2012-10-15_07_30_44_jpg.rf.594a29ea7be03c7f9d6888ad944f88e5.jpg', '2012-10-15_08_50_48_jpg.rf.93c31daf50b0345c382f47e1c5f4b61d.jpg', '2012-10-15_08_55_48_jpg.rf.bbea7d89afa8ec14fb3135103715edfe.jpg', '2012-10-15_12_50_58_jpg.rf.618c04e66630667980beead686ee6ace.jpg', '2012-10-15_16_16_06_jpg.rf.582a7d3fcc9d643b37d3533f3ff0ece2.jpg', '2012-10-15_16_31_07_jpg.rf.f4fef9487619f691346250679c30898f.jpg', '2012-10-15_16_46_07_jpg.rf.eda4b11852aac06131e7c792d3de8226.jpg', '2012-10-15_16_51_07_jpg.rf.605640f5d4b27091741d3b2ee2cec401.jpg', '2012-10-15_17_16_09_jpg.rf.b512f277ed8803e51cdc1ccc2519dee9.jpg', '2012-10-15_17_21_09_jpg.rf.73c378d16468d1e30fbf5b074f5c6151.jpg', '2012-10-16_06_06_43_jpg.rf.e0eb9df27376c7cad56c0adc41760d37.jpg', '2012-10-16_10_53_34_jpg.rf.853c37badf68065821bebf54b256167a.jpg', '2012-10-16_11_23_35_jpg.rf.459436fe8bf0e9f13478fd2466da2d02.jpg', '2012-10-16_11_43_37_jpg.rf.22327ebbbb6c13c9f9a9ad1d18fd4129.jpg', '2012-10-16_12_48_39_jpg.rf.a2b959834a005488963a7044283c4ecf.jpg', '2012-10-16_14_43_45_jpg.rf.0e0b80aee0be9b5515292116438750f6.jpg', '2012-10-16_15_58_49_jpg.rf.5129b28ea012f9a5e1f6d43d62b69edc.jpg', '2012-10-16_16_53_52_jpg.rf.11dd50055c725984c74909c634c25193.jpg', '2012-10-17_06_14_31_jpg.rf.2b8ce26d3e794e8b4b96caef6507f7dc.jpg', '2012-10-17_06_29_32_jpg.rf.69e19a64e8812f2313542bb66c2eb537.jpg', '2012-10-17_08_34_38_jpg.rf.00872f80c0883729955f0df9dd126653.jpg', '2012-10-17_08_39_38_jpg.rf.6545f15878f43315e63f4af3351e8951.jpg', '2012-10-17_10_04_42_jpg.rf.390bf6a8eed36b06cf04c55bdb67999b.jpg', '2012-10-17_10_14_43_jpg.rf.050566b083dedc47b4efa5ef726e1d0b.jpg', '2012-10-23_08_25_51_jpg.rf.1da68f1dd8720018fcd2bc11db730feb.jpg', '2012-10-25_09_33_23_jpg.rf.978a13460b34709b20a0b51c786a201c.jpg', '2012-10-25_10_28_26_jpg.rf.bde4f6c2971d4ad45db10adaab221149.jpg', '2012-10-25_11_13_28_jpg.rf.9c68f6131e6266c2d9656edd06048636.jpg', '2012-10-25_11_28_29_jpg.rf.8d548b09450972d8d07521aeed3c1c57.jpg', '2012-10-25_11_48_30_jpg.rf.05a22e56c83a81d3dd21a6e0cbec6896.jpg', '2012-10-25_11_58_30_jpg.rf.d50176558af8e4560f65f0290d107e06.jpg', '2012-10-25_12_23_32_jpg.rf.1b221b0a4b9aae3296c26888bd6e5316.jpg', '2012-10-25_12_28_32_jpg.rf.fd7f7ffb395e20d71bc41af2a398efd2.jpg', '2012-10-25_13_58_36_jpg.rf.7b3024aff83beba84fdadcc981243485.jpg', '2012-10-25_14_13_37_jpg.rf.b05e78944572a1d307003d0f02476eda.jpg', '2012-10-25_14_23_37_jpg.rf.0877c9694b106d2931ab1e191b46fe25.jpg', '2012-10-25_15_18_40_jpg.rf.2d0701c9eda2c4fc88085e267634fa72.jpg', '2012-10-25_16_28_44_jpg.rf.a344e2e475e43daeadabbc9508c933ec.jpg', '2012-10-25_16_43_45_jpg.rf.ecf9b7747958dfe8c543143a7c3b3353.jpg', '2012-10-25_17_33_48_jpg.rf.6f438681750dfda15519d50a1b271cb1.jpg', '2012-10-25_17_38_48_jpg.rf.347496fbdd1e5b3416df9ba74233bfa0.jpg', '2012-10-25_19_03_53_jpg.rf.2d6fafdc004a8ab83ae5489c4e1535cf.jpg', '2012-10-25_19_13_53_jpg.rf.42e3c38c0adbf466d0d241b15c4df5c8.jpg', '2012-10-25_19_38_54_jpg.rf.f0ba9798e4fd4c97a791ef6e65bb4176.jpg', '2012-10-26_07_04_26_jpg.rf.d4504d56713883e1c40fa7d314ed5ad6.jpg', '2012-10-26_07_29_28_jpg.rf.b0a958c2d5e8126d6020ac7a0f743b06.jpg', '2012-10-26_08_44_31_jpg.rf.f6e4d9413376d44b0d9b50ffd7482781.jpg', '2012-10-26_09_39_35_jpg.rf.7d0fd549135e37245f54f5a495f9bc17.jpg', '2012-10-26_11_19_40_jpg.rf.e78f116506c3630269b51c11ceed7883.jpg', '2012-10-26_11_29_40_jpg.rf.4b09c9c47a0033751d7945c70b7b7ac5.jpg', '2012-10-26_11_34_40_jpg.rf.0ed29fedbbc253bd3338ab98d1ab3f1e.jpg', '2012-10-26_11_39_41_jpg.rf.88504eb418890ff5c66eee80bbe37b5f.jpg', '2012-10-26_12_04_42_jpg.rf.06b453a7a9b397befa948df3afc59276.jpg', '2012-10-26_12_24_43_jpg.rf.a71e59708cce1c39a3627bfa71116ab3.jpg', '2012-10-26_15_29_53_jpg.rf.080942f76e62b38d02f04a745f6b9d15.jpg', '2012-10-26_16_39_56_jpg.rf.704d4caa082bb8fe691ab66f3190b1d8.jpg', '2012-10-26_17_39_59_jpg.rf.dffd35b85f996b9a2a713687490d1ea5.jpg', '2012-10-26_17_55_00_jpg.rf.c2a41f1973924ceaa32c0e4b07db851b.jpg', '2012-10-26_18_20_01_jpg.rf.435febee32c6e9c7157059b34bcf4540.jpg', '2012-10-26_19_05_03_jpg.rf.1fed94c1c70cdca4c21f40121c22e104.jpg', '2012-10-27_08_05_40_jpg.rf.d855285c2dadb0ef3a0afbe74e6d5ba3.jpg', '2012-10-27_08_10_40_jpg.rf.4528ba4a84529ddb0adaf5a7e7604d96.jpg', '2012-10-27_08_40_42_jpg.rf.151afdf377329446aa16b89489d7d930.jpg', '2012-10-27_09_30_44_jpg.rf.e43c648c4b14c608b378b67dbdd86b48.jpg', '2012-10-27_10_15_47_jpg.rf.1e6bfc573be307a82a63e98399307da3.jpg', '2012-10-27_11_00_49_jpg.rf.229fb671ec16af21b738eb6eae7d2120.jpg', '2012-10-27_11_20_51_jpg.rf.60a0ae931f753b09d50d0e8e7496e791.jpg', '2012-10-27_12_10_53_jpg.rf.5c8c86f11bbde7ae5f2af8bce1640d88.jpg', '2012-10-27_12_25_54_jpg.rf.40746d12ef772d8c06e962ea2282682c.jpg', '2012-10-27_12_35_54_jpg.rf.a3ce6e96ee71791d26f16e498c6da5c2.jpg', '2012-10-27_13_15_56_jpg.rf.a775a1540cff316ce13090212e969f2e.jpg', '2012-10-27_13_30_57_jpg.rf.c355a91bd431a0f7c3ace2d76a9598a9.jpg', '2012-10-27_16_06_05_jpg.rf.3765e79dd13719f555282aafa366c658.jpg', '2012-10-27_16_36_06_jpg.rf.d1bba6a67e969eff0767cdc62305e7c5.jpg', '2012-10-27_17_31_09_jpg.rf.58680a1891a8be8d085f7ca6e2516eee.jpg', '2012-10-27_18_41_13_jpg.rf.262adbf3d01ef6975d2e0b824f10fcce.jpg', '2012-10-28_07_31_48_jpg.rf.80404ecbe8d30ec4a8795c8c92518da5.jpg', '2012-10-28_08_31_51_jpg.rf.2e08488b4d2abf2ec23502b08a72ac75.jpg', '2012-10-28_08_41_51_jpg.rf.d64b20999342c92d0e4cfaae65393fac.jpg', '2012-10-28_09_46_54_jpg.rf.e8c7e67a10e6ee070ad7c1a87152d073.jpg', '2012-10-28_10_01_55_jpg.rf.30e5ccb0f7f60c33a8a3117296cb83cb.jpg', '2012-10-28_10_41_57_jpg.rf.e860f92fb362c28f41f62d21cfc61da7.jpg', '2012-10-28_11_32_00_jpg.rf.7a35f4f4953cdc96c5a5b356466d57bc.jpg', '2012-10-28_12_32_03_jpg.rf.6be0a902e3a542ba91655a9a4820c1bd.jpg', '2012-10-28_12_57_04_jpg.rf.b497be668bf5b852b54ac180194f7347.jpg', '2012-10-28_13_12_05_jpg.rf.b0d4d50f0cbd2d1421a0b64b39faa031.jpg', '2012-10-28_14_52_10_jpg.rf.4610e2a14ea513ea0e79b54301f1fea3.jpg', '2012-10-28_15_02_11_jpg.rf.5a220079436164960175111e0bb01cf9.jpg', '2012-10-28_15_32_12_jpg.rf.08651938bb8aa706a9fa0fab0f5df5f5.jpg', '2012-10-28_15_37_12_jpg.rf.3317c9f62010ffee72a9f790a143db01.jpg', '2012-10-28_16_02_13_jpg.rf.770688296bda24d3b7c3e22fa06b5dcf.jpg', '2012-10-28_17_32_17_jpg.rf.4c470bd043086559ca695446cfced66c.jpg', '2012-10-29_07_02_54_jpg.rf.fb9ba4531f4685762d76192771011db8.jpg', '2012-10-29_07_52_56_jpg.rf.db6cf3abf0b1f8fe1961887a40d47623.jpg', '2012-10-29_09_28_01_jpg.rf.913be14c7631ce1679df78adbeb8bdf8.jpg', '2012-10-29_10_33_04_jpg.rf.b0275a3fe75ce43ae59adccfc905b3dc.jpg', '2012-10-29_10_43_05_jpg.rf.e4ad7e29f832a6da7ab3fdb389bcd762.jpg', '2012-10-29_11_48_08_jpg.rf.3c5ad417222c5544f4a9fbf46e6ba66e.jpg', '2012-10-29_12_18_10_jpg.rf.f820593919eaa37bd96a537126c0efff.jpg', '2012-10-29_12_58_12_jpg.rf.670ad0cdbddd999ad69c1bdfd1c23aae.jpg', '2012-10-29_13_08_13_jpg.rf.fadff2ec56adf237e16c0b5bc65ffd23.jpg', '2012-10-29_14_48_18_jpg.rf.b72c66381858ba49a895b2c5d6b7a6bd.jpg', '2012-10-29_15_13_19_jpg.rf.873ca2719583d081c09f48fd7be41ff4.jpg', '2012-10-29_15_18_20_jpg.rf.b0365a1251383e97759da0b90ee30040.jpg', '2012-10-29_17_08_26_jpg.rf.5b687ed1c4ce03c5864a54bd69f1ab42.jpg', '2012-10-29_17_38_28_jpg.rf.285295ec27d08bec659fc5e84ab28ad5.jpg', '2012-10-29_17_43_28_jpg.rf.2e75e257c8321a5d66a8ceb3a0185a03.jpg', '2012-10-29_18_58_32_jpg.rf.5e6abe38d6f0a113c46576095954356c.jpg', '2012-10-29_19_28_34_jpg.rf.9e0abf5a82aae18a021429e342ce0102.jpg', '2012-10-30_14_17_16_jpg.rf.7d02e74fde83ea51acb4fc8241a2f1d3.jpg', '2012-10-31_06_32_59_jpg.rf.69506bb344d67a898234ae7c7411f020.jpg', '2012-10-31_07_53_03_jpg.rf.81bc51fc1f371c12f22938f9c533a3f3.jpg', '2012-10-31_08_23_04_jpg.rf.fa5c32abfec2e168d677db59599c5b2c.jpg', '2012-10-31_08_38_05_jpg.rf.cba0eb969355f3fb9076a8f7c36831ed.jpg', '2012-10-31_10_38_10_jpg.rf.4606a0397d3f411af3b3fd1638eb8af4.jpg', '2012-10-31_11_28_13_jpg.rf.2aa256945807b45edead98e2458e41cc.jpg', '2012-10-31_12_23_15_jpg.rf.899849c40f2de3d6c6e1d05c28d0fe66.jpg', '2012-10-31_12_28_15_jpg.rf.c59999fd841ee2db289241e0bd0faae0.jpg', '2012-10-31_13_08_17_jpg.rf.2b28284704546371e1319501b1b78dcb.jpg', '2012-10-31_13_58_19_jpg.rf.9b9450c16887ee47c864d691f8ac2d90.jpg', '2012-10-31_14_28_20_jpg.rf.17cc14089e6ed9b8c44ce70925b45dcf.jpg', '2012-10-31_14_48_21_jpg.rf.e81e65dac3bd0e832c128811b23f0974.jpg', '2012-10-31_16_33_26_jpg.rf.5ab556eb6a90e00ca6784d6edf23aeea.jpg', '2012-10-31_17_03_27_jpg.rf.d119f7d7c39ae5a5ce3094831fdd6cd9.jpg', '2012-10-31_17_28_28_jpg.rf.7f0c85a870aa4df168bd43086c3cd1f4.jpg', '2012-11-06_08_58_18_jpg.rf.ad7c2f6b7bc2845a30a3245d490d517c.jpg', '2012-11-06_09_03_18_jpg.rf.29b207d21e62bd836d82f6191ae1f6d6.jpg', '2012-11-06_12_23_27_jpg.rf.547302ed5887fe6ebf10672ef0753b0f.jpg', '2012-11-06_12_38_28_jpg.rf.491fabffdfd7158bb2a995bcc92cbbf5.jpg', '2012-11-06_12_43_28_jpg.rf.6a43d01516d83357f04f67bd7c90ea70.jpg', '2012-11-06_13_43_31_jpg.rf.00207754dbce0d625d24ca31898fcfd7.jpg', '2012-11-06_13_58_32_jpg.rf.d129d29b02996f4ae3b3910a83b77cbb.jpg', '2012-11-06_14_13_33_jpg.rf.b50396c43f44ae25b14b04e5490a0920.jpg', '2012-11-06_15_28_36_jpg.rf.48b20eeadf4184dc1f654f41f9efef83.jpg', '2012-11-06_16_53_40_jpg.rf.3d6f4d86b7d6a3fa81fe24e919b64577.jpg', '2012-11-06_18_33_45_jpg.rf.f58a7f673fd0d1462107ab5759ca859b.jpg', '2012-11-06_18_38_46_jpg.rf.ac347637aadac18515eccdfd3686c295.jpg', '2012-11-06_19_18_48_jpg.rf.79bf58de62d97f56ea65168a636f5b4b.jpg', '2012-11-06_19_43_49_jpg.rf.3643db71765423ccb95d653d802e1732.jpg', '2012-11-07_10_09_27_jpg.rf.8ef3cdaf0ef3c2c28fe1814b8d7bd568.jpg', '2012-11-07_11_44_32_jpg.rf.d731a81ccf6ce20fb0fca98694889c5c.jpg', '2012-11-07_12_59_36_jpg.rf.5f373046890e2b036fb6e452ead0aff9.jpg', '2012-11-07_13_19_38_jpg.rf.a28ab44bc868ee685aec5824fdcdcce3.jpg', '2012-11-07_13_34_38_jpg.rf.89cec7db9d7c441bb2cc5df2d2e6a1f7.jpg', '2012-11-07_14_29_41_jpg.rf.16c8022769d49a4da92f97234805c842.jpg', '2012-11-07_14_59_42_jpg.rf.217b8e23e5c4ba6d58d8a6d416c1cfd8.jpg', '2012-11-07_19_39_55_jpg.rf.43497f84ac8f3aac53245858c7b32024.jpg', '2012-11-08_06_55_26_jpg.rf.407f9f96ac5bcd3d25d8ee60ef885c50.jpg', '2012-11-08_07_25_27_jpg.rf.b18e9d45513a267d65938b97c1d87a80.jpg', '2012-11-08_07_55_29_jpg.rf.fe1944f2e222cb6b95bd227411becb6e.jpg', '2012-11-08_08_05_29_jpg.rf.4021b2a638bc3c09fed388b56e4d387a.jpg', '2012-11-08_09_25_33_jpg.rf.d90a862d1d6a3d305c57f048c71e2be3.jpg', '2012-11-08_12_55_43_jpg.rf.c45bba972086b142c1b9a2694292ba72.jpg', '2012-11-08_13_55_46_jpg.rf.8f99e50afc5c42760e414553d6e658b8.jpg', '2012-11-08_14_05_46_jpg.rf.cbc5fa23c42da239405c899f9f578bdf.jpg', '2012-11-08_14_15_47_jpg.rf.464084a891fcec6070dc5a7826334bbd.jpg', '2012-11-08_15_05_49_jpg.rf.bd24f7062e14e11cd35a91059bcac739.jpg', '2012-11-08_15_30_50_jpg.rf.3cfbb91d42465d4d24faad8786039edc.jpg', '2012-11-08_15_40_51_jpg.rf.7edf401271267eb91422a40c9d3b65d2.jpg', '2012-11-08_16_10_52_jpg.rf.78dfbe18d9a75c1fa3e98f91fed2221b.jpg', '2012-11-08_16_40_53_jpg.rf.51503a0951397e352d09cb5a3c683e23.jpg', '2012-11-08_17_50_56_jpg.rf.824895c9873cb0be363af4c9ca0c0f0b.jpg', '2012-11-08_18_00_57_jpg.rf.daeb0c4c5330fef04d88a779accae2ea.jpg', '2012-11-08_18_05_57_jpg.rf.a7716e279ffc85c12286442b0f925bf0.jpg', '2012-11-08_18_15_58_jpg.rf.ba80f5488f4f7e5aa95b05620080691b.jpg', '2012-11-08_18_35_59_jpg.rf.c80521317e90dd2d9b38fa1f58327cf7.jpg', '2012-11-08_18_51_00_jpg.rf.20f45996d70bdf4897cef0444db177f1.jpg', '2012-11-08_19_26_01_jpg.rf.42b8c0747c1b19b57b7e586c16a40596.jpg', '2012-11-09_07_01_32_jpg.rf.4855345106bbd85437671e9ea33ffc58.jpg', '2012-11-09_07_21_33_jpg.rf.e21df34beda17e2ecbd8cf6afaabfaf1.jpg', '2012-11-09_07_46_35_jpg.rf.43223d14b77f4400d1dd2b1f4402e57a.jpg', '2012-11-09_07_51_35_jpg.rf.ec87a520ebf721f60e42cd800ca5db38.jpg', '2012-11-09_08_11_36_jpg.rf.9a54a88fc84b5ec4f76bf2d829edd664.jpg', '2012-11-09_08_16_36_jpg.rf.6a0edd2e317208128cdba9473213c872.jpg', '2012-11-09_08_31_37_jpg.rf.ab34c7eb645b7102a09aa4c9034e26f0.jpg', '2012-11-09_09_06_39_jpg.rf.89ed311bf49cbd29049b127d8ef660b3.jpg', '2012-11-09_09_16_39_jpg.rf.aea384c73b2fb6c2665f24b83d219ed5.jpg', '2012-11-09_09_56_41_jpg.rf.a7aab6a4416f39e10ac708d57ec87a88.jpg', '2012-11-09_12_51_49_jpg.rf.cc4dcb40ae2ad7d7cd061bc7f1eb539d.jpg', '2012-11-09_13_41_52_jpg.rf.de202c49b043eff154aa1449f34ff872.jpg', '2012-11-09_14_06_53_jpg.rf.584a56b88417494d220d218cafcb4885.jpg', '2012-11-09_15_16_56_jpg.rf.e7e2a757537068155df18a4f306120f0.jpg', '2012-11-09_16_32_00_jpg.rf.107fbf31ff584354c241c0062c98b3ea.jpg', '2012-11-09_16_47_01_jpg.rf.3b195550e9087207395daccaa3eb15c7.jpg', '2012-11-09_17_17_02_jpg.rf.a50be3a6628d0a8dd8c78b234b0a975d.jpg', '2012-11-09_17_42_03_jpg.rf.e9c2fa16bd91ac41c6682da90d791a8d.jpg', '2012-11-09_19_22_08_jpg.rf.06b1ebe49a54e7bae8a2e30d7ba47b73.jpg', '2012-11-10_06_47_39_jpg.rf.31ad02d3e1bde172d9e73e2f3e6c66da.jpg', '2012-11-10_08_32_44_jpg.rf.8e1eafc5cf3e758755a63fef02c69f63.jpg', '2012-11-10_09_22_46_jpg.rf.6982295a28eb4142ef83bb11863c6338.jpg', '2012-11-10_09_47_47_jpg.rf.c8c391f649268fe3e645aa521aa87dce.jpg', '2012-11-10_11_32_52_jpg.rf.30435a311b243d48349908244cdd99ba.jpg', '2012-11-10_12_17_55_jpg.rf.23a183f2358bb4fce0851176bdfb0d03.jpg', '2012-11-10_12_27_55_jpg.rf.66ec0ad6704e897ed1f3bc058aba3041.jpg', '2012-11-10_15_13_03_jpg.rf.f20c7297b886db234a4226ad3aadaaf4.jpg', '2012-11-10_15_58_05_jpg.rf.53f5b7cd1e0f645ae3c5bbd4ca6300d8.jpg', '2012-11-10_16_43_07_jpg.rf.44e89a061cf59900bbcb61695b20a183.jpg', '2012-11-11_06_28_46_jpg.rf.7e41fcac9a26cc29815d2d867573a8ce.jpg', '2012-11-11_10_28_57_jpg.rf.d84bea7a22fd82ab4d940a73aaf73a06.jpg', '2012-11-11_10_58_58_jpg.rf.ed02a234f2d2aacd2eea3110cf729f46.jpg', '2012-11-11_11_08_59_jpg.rf.76f847be1528f4cf6ef1f116cf7940cf.jpg', '2012-11-11_11_23_59_jpg.rf.dc1c21fa5bed8032f5eb88a65f74c864.jpg', '2012-11-11_12_24_02_jpg.rf.47e15467b9a9114bbd21503c3d76c24d.jpg', '2012-11-11_12_39_02_jpg.rf.caa911b146f73c04f2b79b297b3b1148.jpg', '2012-11-11_15_04_09_jpg.rf.08bf8694c6d4b3ad27d7136c090d6c95.jpg', '2012-11-11_16_14_13_jpg.rf.02afd6ab9977effe4165007ebe6ab5f6.jpg', '2012-11-11_16_44_14_jpg.rf.739476c850c8585ea27a2e0bab456428.jpg', '2012-11-11_17_24_15_jpg.rf.59ae145113282f8963f858b9f0c5264b.jpg', '2012-11-11_17_39_16_jpg.rf.1dff95b945c52b2dc249b3723f3ff0e5.jpg', '2012-11-11_18_24_18_jpg.rf.68e09edf3d73cc014f644cbae503af18.jpg', '2012-11-11_18_34_18_jpg.rf.6ba644d82e3f0015bc08162c0e2f89f0.jpg', '2012-11-20_12_09_40_jpg.rf.e72f5d398687ab0806c1963bdfaaf1d8.jpg', '2012-11-20_13_24_41_jpg.rf.218158ae10ca32d9739cfd5b4fdf82fc.jpg', '2012-11-20_16_09_41_jpg.rf.bd27c1593a287cd9770f445718a29adf.jpg', '2012-11-20_19_24_42_jpg.rf.969c61debb62ce2930ba64dc9e7514b2.jpg', '2012-12-07_17_02_25_jpg.rf.f56e7d14beb8b989bdbf95af0c12238c.jpg', '2012-12-07_18_17_26_jpg.rf.9bb457e890eba1c27668c648834a31e9.jpg', '2012-12-07_18_32_26_jpg.rf.cc06ea7f06f01a2fdbe351d55d2a44be.jpg', '2012-12-07_18_57_27_jpg.rf.72938c105108d4b7e00f3f42a6c31867.jpg', '2012-12-07_20_12_28_jpg.rf.6e26d4070b348e6796a26015a3b93ac7.jpg', '2012-12-07_20_32_28_jpg.rf.c948990150620ff17831b1b00b1077c9.jpg', '2012-12-08_07_40_02_jpg.rf.514a97250de408b03ea5869cfa9c143e.jpg', '2012-12-08_07_50_02_jpg.rf.ecc9bd950c7c6908600838b3509cdac4.jpg', '2012-12-08_08_40_03_jpg.rf.e79d887173bbbaa3576f09da0bd693f6.jpg', '2012-12-08_09_00_04_jpg.rf.4599fe281b69be5d242b17acca8396e7.jpg', '2012-12-08_09_40_05_jpg.rf.3556bc7d457b150407c17e10253652c8.jpg', '2012-12-08_09_50_05_jpg.rf.66007cfd65a90790ed414e8333304261.jpg', '2012-12-08_10_20_05_jpg.rf.aecee0de5a0eee909557c47286c82c68.jpg', '2012-12-08_10_40_06_jpg.rf.c9b65984edbcb2c4f5293abcdfbaca27.jpg', '2012-12-08_11_35_07_jpg.rf.73e4d2613ae1f696c49980fdf393e80d.jpg', '2012-12-08_11_40_07_jpg.rf.2e5542af166c88c148cd544a089cd716.jpg', '2012-12-08_12_05_07_jpg.rf.b7e9756d39339146c03f89533f859688.jpg', '2012-12-08_12_25_08_jpg.rf.53e94af16644e566588f6ec558bac026.jpg', '2012-12-08_13_25_09_jpg.rf.307501110d6af261b0940d55c60220fd.jpg', '2012-12-08_14_35_10_jpg.rf.ff9d0e3bda0d5ecbc9680344bebfd334.jpg', '2012-12-08_15_15_11_jpg.rf.5b449833897ba3e923b0bc84572dce76.jpg', '2012-12-08_16_15_12_jpg.rf.51c9e8bd00a374705592df9b2282cef9.jpg', '2012-12-08_16_35_12_jpg.rf.bf91df522d32c6aaf90a46dac21afb3e.jpg', '2012-12-08_17_25_13_jpg.rf.55b1b9e0292b37974962eb01a49f5929.jpg', '2012-12-08_18_50_15_jpg.rf.ec8f079a4da3092f5de6372af3909aa6.jpg', '2012-12-08_19_25_16_jpg.rf.fb52df5d5d1efad1fb565456db24d118.jpg', '2012-12-08_19_30_16_jpg.rf.4306560263ec62a4776de4aec7f621b4.jpg', '2012-12-11_15_36_07_jpg.rf.f5e9ea88ef188f3651d8dd32886f5552.jpg', '2012-12-11_16_16_08_jpg.rf.a42f56ea676c0638e054386a6e1fb62b.jpg', '2012-12-11_17_21_09_jpg.rf.6ab72694faa919b040b4951edad5830a.jpg', '2012-12-11_18_11_10_jpg.rf.d5871f9717e64d24cca387e3574963fc.jpg', '2012-12-11_18_56_11_jpg.rf.bd43af7db542369486db91d20ce6a362.jpg', '2012-12-11_20_26_13_jpg.rf.13fb7c95b292e8d0ff8bf51bb893c405.jpg', '2012-12-12_10_40_05_jpg.rf.c9f0c2a4293deb3ba941283b43ed2e41.jpg', '2012-12-12_10_45_06_jpg.rf.b856f70b8fc3c6e6eacf4460a88d3485.jpg', '2012-12-12_11_05_06_jpg.rf.b63238ac0d31ef12413879d44ed6ec8d.jpg', '2012-12-12_11_15_06_jpg.rf.27b9fa161b68e5c22faa54dbc3ff823c.jpg', '2012-12-12_11_25_06_jpg.rf.33b50757da26f92a9ec4a11df5c70ff1.jpg', '2012-12-12_13_05_08_jpg.rf.3c26893fc3c4f5df0d7c1cfb13212b6e.jpg', '2012-12-12_14_30_10_jpg.rf.42dd36e19c1a2ae7f603c6d0f9ca92f7.jpg', '2012-12-12_14_35_10_jpg.rf.9932daa778aa67614927eaf45a44b677.jpg', '2012-12-12_14_40_10_jpg.rf.d5a4ddfc6e1bafb13c3a21b66923b2ea.jpg', '2012-12-12_14_50_10_jpg.rf.c361254fc40b43b880960807322ae925.jpg', '2012-12-12_14_55_10_jpg.rf.2fbc80267377c5bcf4813602daa34d55.jpg', '2012-12-12_16_25_12_jpg.rf.62961ee798f38ee3adce9293630b8059.jpg', '2012-12-12_16_45_13_jpg.rf.23f0eeddbd61d5f63cb02c2c286bb05d.jpg', '2012-12-12_16_50_13_jpg.rf.0b71fd694434439ca2a7054a985eafaa.jpg', '2012-12-12_16_55_13_jpg.rf.89d9d54e08c28e96bfd2a0d428905eec.jpg', '2012-12-12_17_05_13_jpg.rf.ac2976339020bbb53d686c0842c8f3bc.jpg', '2012-12-13_10_15_05_jpg.rf.2a24a63ba726579c4f6a6e75504496c0.jpg', '2012-12-13_11_35_07_jpg.rf.75a15281354ef16147cc28e49b4af6a5.jpg', '2012-12-13_13_10_09_jpg.rf.0805d44367f68ce7c6720a2df55ffb58.jpg', '2012-12-13_14_30_10_jpg.rf.d3ba01c0bc08fc795973f3cd74277c7d.jpg', '2012-12-13_14_55_11_jpg.rf.cbc5fc8d8f496723405121359435639a.jpg', '2012-12-13_15_00_11_jpg.rf.5a4c3af6d38c4f70a019ec9a89d2a394.jpg', '2012-12-13_16_30_12_jpg.rf.17163f46dd1452fcb1f37ddee0a1bdb3.jpg', '2012-12-13_16_40_13_jpg.rf.2cecf06fad9ff9bfe3227a82fa008f5b.jpg', '2012-12-13_17_45_14_jpg.rf.cdd332bcc2939f12c9c4ef4c26c963c8.jpg', '2012-12-13_18_05_14_jpg.rf.5d835fdea34988c27122180951f9c000.jpg', '2012-12-13_19_40_16_jpg.rf.656da40351e1435c91ee00e0353cfa9e.jpg', '2012-12-13_19_55_16_jpg.rf.1752672b58447801ee124024ba48ac8e.jpg', '2012-12-13_20_40_17_jpg.rf.d3650e57e5c872a8b6db6e814073e838.jpg', '2012-12-14_07_45_02_jpg.rf.5891b34630915fef70b669d35d89e9f7.jpg', '2012-12-14_07_50_03_jpg.rf.b000f128bce491b155ae97bd2233e873.jpg', '2012-12-14_08_45_04_jpg.rf.0af65f7f71e26e69a871049817a7c1e6.jpg', '2012-12-14_08_50_04_jpg.rf.a39b746c454db2e395fcfda2433f3b32.jpg', '2012-12-14_09_40_05_jpg.rf.9fbd0e116c97a470d8cfb92023860de1.jpg', '2012-12-14_09_55_05_jpg.rf.acd4cf7eee8446ac61a0eaa88045790d.jpg', '2012-12-14_11_25_07_jpg.rf.80a30c69b47acce07df531ff978db034.jpg', '2012-12-14_12_20_08_jpg.rf.d32991bc2131d603140863d66595b8e3.jpg', '2012-12-14_12_45_09_jpg.rf.af2440e3997dca6f63ee31a7a09d1d1b.jpg', '2012-12-14_12_55_09_jpg.rf.c742608b6806d5ef08181e8acbf9dbe2.jpg', '2012-12-14_13_10_09_jpg.rf.ac39b4597def925edef5c2451dec07ba.jpg', '2012-12-14_13_50_10_jpg.rf.9caf3c7ba640873ac94b1a20a7e8c290.jpg', '2012-12-14_15_25_12_jpg.rf.3bbf6ec0d8904ac474c076614ce71427.jpg', '2012-12-14_15_30_12_jpg.rf.13862c29b3afe2fb4ea8f9d749730c5a.jpg', '2012-12-14_16_25_13_jpg.rf.c256127ce37d80e1e8ca6b558204b2de.jpg', '2012-12-14_17_50_14_jpg.rf.a763b57b4e5db774c6140fde2d1401df.jpg', '2012-12-14_18_55_16_jpg.rf.361b9a389f35abef0601e8afbfca8eb0.jpg', '2012-12-14_19_10_16_jpg.rf.aa171e8255739bde390ef50a0150c037.jpg', '2012-12-14_21_00_18_jpg.rf.0fa4feaac653cc5f927656c03675b194.jpg', '2012-12-15_08_05_03_jpg.rf.554856634d8a7f4d48fd84b3e5bf1cbc.jpg', '2012-12-15_08_50_04_jpg.rf.ab70c88b28e3b30ab2c940536c1fee5c.jpg', '2012-12-15_09_15_04_jpg.rf.59375dca57bef89e2b92db681421efc1.jpg', '2012-12-15_09_25_05_jpg.rf.20247f39f13b8d8c94531d66ec060f8c.jpg', '2012-12-15_10_05_05_jpg.rf.5b1f44d0eacdbcd6bde8d49a2247fed2.jpg', '2012-12-15_12_25_08_jpg.rf.d43f8a60ac860d9b20de867a4d74c57e.jpg', '2012-12-15_13_05_09_jpg.rf.cde56db6d49e4361295bc72036dc785f.jpg', '2012-12-15_15_05_12_jpg.rf.62dff06cd3e6a3eaf39cf87b4822365e.jpg', '2012-12-15_15_10_12_jpg.rf.d5f6f5af23a24eab602e854bc2ebd24f.jpg', '2012-12-15_16_05_13_jpg.rf.a13e95e331933861c158333cffde7daf.jpg', '2012-12-15_17_25_14_jpg.rf.0dc75f9e9a92d19a692bb97257be921f.jpg', '2012-12-16_12_25_08_jpg.rf.4c33f038294b65ebb00df530af4f28fe.jpg', '2012-12-16_13_25_09_jpg.rf.3fa45eb071e5abc42781364e3c4b226b.jpg', '2012-12-16_14_00_10_jpg.rf.2eb528cab15d2b3fda156869c2d66c47.jpg', '2012-12-16_15_00_11_jpg.rf.815d45b7383593217ebbcbba3079a500.jpg', '2012-12-16_15_15_11_jpg.rf.b0c305b9482740584fd08beae35f4dca.jpg', '2012-12-16_15_30_12_jpg.rf.4e90e6a989171b28381b61185d3c8d79.jpg', '2012-12-16_16_55_13_jpg.rf.3e6f2f1868c041196c8f3d8318f16989.jpg', '2012-12-16_17_20_14_jpg.rf.833ed54e6ff0eb5a84625ab73bef53e7.jpg', '2012-12-16_17_35_14_jpg.rf.eefe69e4032e3b2523a350b373f4bfc3.jpg', '2012-12-16_18_10_15_jpg.rf.a7533e0c35db273cce5c6064f5a27c9b.jpg', '2012-12-16_19_05_16_jpg.rf.451f95d3c5b462fae6dac6a3ae4bc1eb.jpg', '2012-12-17_10_05_05_jpg.rf.f7fb972e92d8bcfac55238ef25bdaec7.jpg', '2012-12-17_11_45_07_jpg.rf.54fd9c49d0835e92a53c915af0499770.jpg', '2012-12-17_11_50_07_jpg.rf.8c778d9029b014cacce559e209743052.jpg', '2012-12-17_12_15_08_jpg.rf.2b4e3b4582c2fb5ec894e552613a8562.jpg', '2012-12-17_12_35_08_jpg.rf.d9946ebaf5c24b34f8248c714aa86cc6.jpg', '2012-12-17_12_40_09_jpg.rf.5e638654c5b5422aea116753a0f868f0.jpg', '2012-12-17_13_50_10_jpg.rf.a82ccdabac5afcd2da15d214dd2c36c7.jpg', '2012-12-17_16_20_13_jpg.rf.5500d1e2892a6c8a9659b168aeb51dbb.jpg', '2012-12-17_19_25_17_jpg.rf.16b2928a6c8003d105b53dc80ddf1655.jpg', '2012-12-17_19_55_17_jpg.rf.0a8a3bb1fa84312bbfcd53a1743f88df.jpg', '2012-12-17_20_40_18_jpg.rf.018da255a73c305d0aa3e0eb6721f840.jpg', '2012-12-18_10_05_05_jpg.rf.b6885da671e2e32bf9d26751176c070a.jpg', '2012-12-18_10_50_06_jpg.rf.38c5b07c90fbf8e7090cb8b5f13a1e3e.jpg', '2012-12-18_11_35_07_jpg.rf.1e3e6269ce14081b14ea3604d03bfefd.jpg', '2012-12-18_12_20_08_jpg.rf.6820c31273a373938fa753ba8b536507.jpg', '2012-12-18_12_25_08_jpg.rf.86a19a36831b9858cf0f1012b1f9ef1e.jpg', '2012-12-18_13_20_09_jpg.rf.b2f1e451da88b3f1a09091b6553bb804.jpg', '2012-12-18_14_15_10_jpg.rf.fb07917eb29cbdcbc510dc805bb7feb3.jpg', '2012-12-18_15_00_11_jpg.rf.7ae1f1722743089456f2185f9de13a26.jpg', '2012-12-18_17_10_13_jpg.rf.ace5acdf953db8644bbf3a1a481255fd.jpg', '2012-12-18_17_45_14_jpg.rf.93b3ac40520bba868252d55be01f23a7.jpg', '2012-12-18_18_25_15_jpg.rf.d53636bf5432a10a9b26f9fc30dd8e8e.jpg', '2012-12-18_18_40_15_jpg.rf.d05afbc10c1c12bcd2af689b1cdfec88.jpg', '2012-12-18_20_00_16_jpg.rf.c7b125ecc9ea609ef016ec7279adf06b.jpg', '2012-12-19_11_30_06_jpg.rf.80f0788abb78deaadef5e0f89864f575.jpg', '2012-12-19_11_35_06_jpg.rf.47c1ebb3081863c8fa2b412e735c20b0.jpg', '2012-12-19_13_10_08_jpg.rf.d3ff406b355757be0ef8bc1ea3d2e7ac.jpg', '2012-12-19_13_45_09_jpg.rf.825e25e8a7ffc29f9e056ad6b7453432.jpg', '2012-12-19_13_50_09_jpg.rf.ffe0764dcf519fd530cf0cca97929eff.jpg', '2012-12-19_13_55_09_jpg.rf.a08a780005145430c74cb523a5a257b9.jpg', '2012-12-19_14_10_09_jpg.rf.10aa28d189486892fd8a5dc5fbf5a38e.jpg', '2012-12-19_14_45_10_jpg.rf.bbc170b268d1cc4013b6b8931d57fc7b.jpg', '2012-12-19_15_10_10_jpg.rf.910ba390dd70b4a6bb5e5c7ae9185357.jpg', '2012-12-19_15_15_11_jpg.rf.11765f043711cf7654374e7d85b1d5ff.jpg', '2012-12-19_16_50_12_jpg.rf.90e0d16487ba691f1f77c3b733018063.jpg', '2012-12-19_17_35_13_jpg.rf.fe395d97d80ce30eea3fde6a21b47ca8.jpg', '2012-12-19_20_20_17_jpg.rf.10bc4ebf6e2b3542ce41488b6e1f59d1.jpg', '2012-12-20_10_20_05_jpg.rf.95bbeba1fcb7d00971859e678836225a.jpg', '2012-12-20_11_15_06_jpg.rf.2f3c77ec8e191a917890bc4fb5d6a932.jpg', '2012-12-20_11_25_06_jpg.rf.d46a496dcfb0827f5114078c2028ad18.jpg', '2012-12-20_12_45_07_jpg.rf.8fefd8daa74b9bc938f38d0375695b57.jpg', '2012-12-20_13_15_08_jpg.rf.305482b8e06a1b04cf29b50eabed84bd.jpg', '2012-12-20_13_25_08_jpg.rf.e2d23de2dd5e685765831ecee7ca4051.jpg', '2012-12-20_13_30_08_jpg.rf.7d0e151e2430438c9bc5d3439f0753d7.jpg', '2012-12-20_13_50_08_jpg.rf.2ad220b86ea1aa8e1fe743ab67939b1d.jpg', '2012-12-20_14_40_09_jpg.rf.a44d781c8e7b4ccca9872de733104a8d.jpg', '2012-12-20_15_00_10_jpg.rf.14db72330708df84a971fd3647026ac3.jpg', '2012-12-20_15_20_10_jpg.rf.0965defd739ee0cd5588c9f82c14e244.jpg', '2012-12-20_15_35_10_jpg.rf.cae0442adee78d2529bb2486e3f70b95.jpg', '2012-12-20_16_20_11_jpg.rf.cc2badbff537d0bd9301da77c2279ad8.jpg', '2012-12-20_16_35_11_jpg.rf.fe50d7ad8d06aeae5d2daeec6897ff00.jpg', '2012-12-20_16_45_11_jpg.rf.c837b6077b9fbc38123fedfafda2559d.jpg', '2012-12-20_17_05_12_jpg.rf.d65bbf57dae1ff914dce65c915414ff0.jpg', '2012-12-20_18_25_13_jpg.rf.4efa30e9be96f5b96997ba64741f50c0.jpg', '2012-12-20_20_00_15_jpg.rf.ce9590c4ac2e1eff447a9a4411b15dc5.jpg', '2012-12-21_09_55_05_jpg.rf.f8341ff432f9a17b4f718ead05b6cd69.jpg', '2012-12-21_11_05_06_jpg.rf.4cfcc09d0aef2003163bf992e7b21597.jpg', '2012-12-21_11_30_07_jpg.rf.882b44bcb76ce1cb51522538dfd82b0a.jpg', '2012-12-21_11_35_07_jpg.rf.33f96800f5be0b393383a2d0e13df98a.jpg', '2012-12-21_12_00_07_jpg.rf.dc27b4dbe6067f535e24e8df1d889562.jpg', '2012-12-21_12_30_08_jpg.rf.64cdc1820e77b97b1aeb2f2146b5d84c.jpg', '2012-12-21_12_35_08_jpg.rf.cf40a31f68e5742a9c722b0bf1994d12.jpg', '2012-12-21_18_00_14_jpg.rf.6d05679b16c2db28f489a8867bbeeff0.jpg', '2012-12-22_09_45_05_jpg.rf.079c0be66331f0acc3e087074210712c.jpg', '2012-12-22_10_20_06_jpg.rf.c06b1d7f6a2962a2b31b66e76a517be0.jpg', '2012-12-22_13_05_09_jpg.rf.2c6a5d75b04884ea0899ba1d623c23b2.jpg', '2012-12-22_13_20_09_jpg.rf.2b527eb4f93dbf2dc1b3c76ecf9b79b1.jpg', '2012-12-22_14_00_10_jpg.rf.ebd313f59915f6955cdaa4ca062631b8.jpg', '2012-12-22_16_05_12_jpg.rf.8edb96d47b3b498d2f4770f05ab488af.jpg', '2012-12-22_16_35_13_jpg.rf.98edad5d049838bfae44e63bd26d2c5f.jpg', '2012-12-22_18_00_15_jpg.rf.28c174b6eb0915ddbe148421851dc0f0.jpg', '2012-12-22_18_50_15_jpg.rf.5c785482baa7875da2cbdb54365e4bf0.jpg', '2012-12-22_20_25_17_jpg.rf.859552677e34c01fb2d112a3011e9991.jpg', '2012-12-23_08_35_03_jpg.rf.869f498da5a64389501acf6bf23a6a17.jpg', '2012-12-23_08_50_04_jpg.rf.2468883b056c99451b51eb324f97d219.jpg', '2012-12-23_09_25_05_jpg.rf.dd77301f8f4473fd8072d555d5401ad0.jpg', '2012-12-23_11_35_07_jpg.rf.da4595c1c8bbea9b0d8df02dbf27052b.jpg', '2012-12-23_12_10_07_jpg.rf.c6217a8b9423fc710d93175d2a2e1d15.jpg', '2012-12-23_13_05_08_jpg.rf.8d81f7b3bfa8780dcc29c2b0bc82d9a5.jpg', '2012-12-23_13_40_09_jpg.rf.20c815b5827bb97f72a760c3e1f7b16d.jpg', '2012-12-23_14_00_09_jpg.rf.5a8abc0c50f7f11377d7c112dbed2026.jpg', '2012-12-23_15_15_11_jpg.rf.7986a67b269f23c2d7f3ad9cbbd51002.jpg', '2012-12-23_16_15_12_jpg.rf.38b08c3991f65bc47911dbf5711dc235.jpg', '2012-12-23_18_20_14_jpg.rf.5378dd44ae0e52bf4051f3c893c10e47.jpg', '2012-12-23_18_30_15_jpg.rf.21dd490fdfe37ce8daceb57f60c56122.jpg', '2012-12-23_18_50_15_jpg.rf.6ee9d37f699fcb218b397c516154b4d5.jpg', '2012-12-24_08_35_03_jpg.rf.32f1b2d08e48efbd32a6fe404af86efe.jpg', '2012-12-24_08_40_03_jpg.rf.218746bc0c9c823c2def504a0e8c23c2.jpg', '2012-12-24_11_20_06_jpg.rf.67ebec19fb7146804509920c8162780b.jpg', '2012-12-24_12_05_07_jpg.rf.a031c4a98ac44fda82621025cefcc09b.jpg', '2012-12-24_13_45_08_jpg.rf.7d3be79b47c667707b252e8717e12e23.jpg', '2012-12-24_14_20_09_jpg.rf.a903d95f5d29daaab9b7423ef9a5e510.jpg', '2012-12-24_14_25_09_jpg.rf.47d2542ed185907ab6d798013d6db578.jpg', '2012-12-24_14_30_09_jpg.rf.d58f2ccbfe7fb7c128448faf55520dbb.jpg', '2012-12-24_15_05_10_jpg.rf.b213cd5569404c85a202698286806849.jpg', '2012-12-24_15_10_10_jpg.rf.bd459e905e2a8db5bab60faa5bd36e94.jpg', '2012-12-24_15_50_11_jpg.rf.dc5b8d8519402c2f53dbb3b376ffed48.jpg', '2012-12-24_17_05_12_jpg.rf.193e65e5b648a3f943fb66ad9ee90938.jpg', '2012-12-24_17_35_13_jpg.rf.ac3a17b7aaed1b0a0f7366779c3d78a8.jpg', '2012-12-24_19_30_15_jpg.rf.6e2939d3c3a403a8373d18baca2fff15.jpg', '2012-12-24_20_35_16_jpg.rf.bcc86bae4f31c7a627356977b4b55f43.jpg', '2012-12-25_11_35_06_jpg.rf.8c8afd55e533902b4a565138dae2d389.jpg', '2012-12-25_16_15_11_jpg.rf.609c1c9f8f08413c6d5e3ee3632c8079.jpg', '2012-12-25_17_30_13_jpg.rf.b368b86e46637f13311e89eb0e7718dd.jpg', '2012-12-25_17_50_13_jpg.rf.0d261a7cc2ad52b874ed7f8fb2a7d7c0.jpg', '2012-12-25_17_55_13_jpg.rf.0907ed310ccc4f9c157512c76a5cbc07.jpg', '2012-12-25_18_55_14_jpg.rf.72289e960d5479eb9bcc85ae821ef534.jpg', '2012-12-25_19_20_15_jpg.rf.a554696dc9f13be44ab00691658221df.jpg', '2012-12-25_20_15_16_jpg.rf.5fa914632176460d40834566432a2a0e.jpg', '2012-12-25_21_00_16_jpg.rf.fdb02179dd665775deb9eff9230c8419.jpg', '2012-12-26_09_35_05_jpg.rf.78b705d34b022e739c0bf941360768cb.jpg', '2012-12-26_10_15_05_jpg.rf.86b0d2d3d70add502fde315aa3c92702.jpg', '2012-12-26_11_10_06_jpg.rf.6a315119f4f5a15e98d8eac4171a7ac6.jpg', '2012-12-26_15_35_11_jpg.rf.4164cff6cae42d129c4f0eaef2f49cb3.jpg', '2012-12-26_18_45_15_jpg.rf.469c3002e82baea69ec149da69d7618e.jpg', '2012-12-26_19_20_16_jpg.rf.11caabc77f5b9f72ad21ba8267577eb5.jpg', '2012-12-26_19_35_16_jpg.rf.478645bba8e67029601bed04808d8420.jpg', '2012-12-27_11_05_06_jpg.rf.74e99fa96a934482fdde92877d63f235.jpg', '2012-12-27_11_10_06_jpg.rf.30dfea61f23d2870f8e92dabb2669581.jpg', '2012-12-27_11_20_06_jpg.rf.a62828b500a71c29593f95e0baec65cc.jpg', '2012-12-27_12_20_07_jpg.rf.6c0ab79292c438350b7db7f5d1c9b87f.jpg', '2012-12-27_12_45_08_jpg.rf.dbb2d1e47b53494327e2e7bf1f83a73a.jpg', '2012-12-27_13_50_09_jpg.rf.3820d9f0a6b26bb3004d8fdb776b59ea.jpg', '2012-12-27_14_40_10_jpg.rf.b6d69aa8c9cd6083317b4c57d366f3d9.jpg', '2012-12-27_14_50_10_jpg.rf.a6968cf90e55cd0436da324671049b3c.jpg', '2012-12-28_08_20_03_jpg.rf.57708a28af74479c6de3d9d38797cf52.jpg', '2012-12-28_12_00_08_jpg.rf.07bdec1d8234f4b881763bea63127ee1.jpg', '2012-12-28_12_30_08_jpg.rf.890f5054afbf10629e7fea8190e6d566.jpg', '2012-12-28_13_05_09_jpg.rf.5c952e8081c44b6a5647bc24a5612ce8.jpg', '2012-12-28_14_25_10_jpg.rf.05acf67fc8117a21a481134b06272637.jpg', '2012-12-28_15_20_11_jpg.rf.dca72497f7755f142782b9267cde69cd.jpg', '2012-12-28_16_10_12_jpg.rf.4bb85f073e9f3188f4ef4ec6261f7185.jpg', '2012-12-28_16_45_12_jpg.rf.20940693ffa0914944ef61e10c532a32.jpg', '2012-12-28_17_05_13_jpg.rf.85fabd27f42d8d99893b44156e7161bf.jpg', '2012-12-28_17_45_13_jpg.rf.2e3b1d860efcc1168d1ee9567bbfb793.jpg', '2012-12-28_17_55_14_jpg.rf.ffadf6b647a0d7ae8b419370e510d0b6.jpg', '2012-12-28_18_20_14_jpg.rf.c210fcd0da0cf7caf6e907bb088e208d.jpg', '2012-12-28_19_05_15_jpg.rf.5c9d94a9c72bbf8154de41e4682c1cb6.jpg', '2012-12-28_19_50_16_jpg.rf.0c59b7dd387b77a3768cfc400b2a2c22.jpg', '2012-12-28_20_50_17_jpg.rf.b44dec3ab63d0bdd565547140519f641.jpg', '2012-12-28_20_55_17_jpg.rf.2e1241c843b9898ac211cc937206311d.jpg', '2012-12-29_11_35_34_jpg.rf.b612283937cb1baa346047ea6a9dacd9.jpg', '2012-12-29_12_25_35_jpg.rf.e3d04bce070b9490ebb0c3f13aaedbf7.jpg', '2012-12-29_12_55_35_jpg.rf.dc9123791037424476a63d58a193ce4a.jpg', '2012-12-29_14_15_37_jpg.rf.917c04a8af2c1e2c2106ce43bbb60083.jpg', '2012-12-29_14_25_37_jpg.rf.d6dd7713027f15539778bc73c5725453.jpg', '2012-12-29_14_35_37_jpg.rf.19e29875336703bc2dfbb954a35bbef0.jpg', '2012-12-29_16_25_40_jpg.rf.7be335e3b074ed3194d759f6041b1828.jpg', '2012-12-29_17_55_41_jpg.rf.8514fa56f913a969eeb0cca46ffc9bbd.jpg', '2012-12-29_18_05_42_jpg.rf.beb0cdacee4231ebf3fc0d21da544356.jpg', '2012-12-29_18_55_43_jpg.rf.00c78fc0a4dd2834dcb307e21893cc81.jpg', '2013-01-15_14_01_50_jpg.rf.98bbd30aa62f6da4dbec74298dc5c960.jpg', '2013-01-15_14_16_50_jpg.rf.c74c6c6aa7d021a73578f73405d56c06.jpg', '2013-01-15_16_41_55_jpg.rf.5f2b3508cca3f6e061cfc3ad7822b594.jpg', '2013-01-15_18_51_57_jpg.rf.b5ba9edb9266c98c3cd920270db163da.jpg', '2013-01-15_19_36_58_jpg.rf.684b33be646fba4d2950e2892e907fde.jpg', '2013-01-15_19_41_58_jpg.rf.dd1012f42ee05390bfcf841d3bea8d3d.jpg', '2013-01-16_07_50_03_jpg.rf.cb17e75b2cadd04de2050347eaba84e1.jpg', '2013-01-16_09_20_05_jpg.rf.18766f620269eb2e622cc5517c85b065.jpg', '2013-01-16_10_00_05_jpg.rf.b64d0d5841c90bd74fdb1add3484745a.jpg', '2013-01-16_10_50_06_jpg.rf.23cbc34548c295acdce8e97d40a97d14.jpg', '2013-01-16_10_55_06_jpg.rf.0fdd736276da1c21eebcede5189af125.jpg', '2013-01-16_11_35_07_jpg.rf.cc820b804f33f3840d8d3e94db029538.jpg', '2013-01-16_12_00_07_jpg.rf.3773f504eefb3991baff7ba9e9b91768.jpg', '2013-01-16_16_35_13_jpg.rf.86f143302fcb2a9077961903a5c517c4.jpg', '2013-01-16_17_05_13_jpg.rf.9839e7ed642f5f16d331b5b934c48a65.jpg', '2013-01-16_18_35_15_jpg.rf.e805cab624fb0b72dd0604888afeafec.jpg', '2013-01-16_19_10_15_jpg.rf.bccdb2394c488f33d9a9eec95d875802.jpg', '2013-01-16_19_50_16_jpg.rf.8ebd975db36403911b52dea5019bb48b.jpg', '2013-01-16_20_35_17_jpg.rf.5466d71c97462aabc2c055749031cf77.jpg', '2013-01-16_20_40_17_jpg.rf.774c0e7fb113b590e24fa1a8662feca0.jpg', '2013-01-17_10_20_06_jpg.rf.9f576224a7dfad79d6a719ae37f2040c.jpg', '2013-01-17_11_00_07_jpg.rf.b2c085d851182f2c09ea8fecacf7febd.jpg', '2013-01-17_12_05_08_jpg.rf.a7c10b63eddf94fff9d6c5a805cd5230.jpg', '2013-01-17_13_00_09_jpg.rf.b6c1af79d0f27f25d67b8c7b46e56cfc.jpg', '2013-01-17_14_05_10_jpg.rf.83b60ff687a309ff0ecc6ca4269c0502.jpg', '2013-01-17_15_00_11_jpg.rf.bd3053a4acc328d66d4fb3dac294dd38.jpg', '2013-01-17_15_30_11_jpg.rf.0a3100ca4074a3c13bef1e7d4e210a6a.jpg', '2013-01-17_16_25_12_jpg.rf.f75f425f7048cf492bcd1e1464b735ab.jpg', '2013-01-17_18_00_14_jpg.rf.f1c25660a0b365293c75b2ef4b6e178f.jpg', '2013-01-17_18_50_15_jpg.rf.01b261ac23c5a441a2ea1dffd8177d2f.jpg', '2013-01-17_19_45_16_jpg.rf.d8d309a04280f3023fd0345c39a548ca.jpg', '2013-01-17_20_35_17_jpg.rf.8d4a5d96f7b96356a003d9b8af6a38f2.jpg', '2013-01-18_07_40_02_jpg.rf.dcea567919ae3ed9009647034080583d.jpg', '2013-01-18_10_45_06_jpg.rf.986138c8ab5ad258944eff14b5079cab.jpg', '2013-01-18_11_25_07_jpg.rf.049521f780f1cc09897ae10280e8ac02.jpg', '2013-01-18_11_55_07_jpg.rf.a34e541085abcb2ce5c642351804e2ef.jpg', '2013-01-18_12_15_08_jpg.rf.b8b9d8c7455cbb1fa2a7f9a10e97469c.jpg', '2013-01-18_12_30_08_jpg.rf.64da7c8d00defd0d4963b473e65acfb5.jpg', '2013-01-18_16_15_12_jpg.rf.cb85e10f443d46bb5186df5c6d1678d7.jpg', '2013-01-18_16_35_12_jpg.rf.ef6aba68d4de44df8c6124a76404e394.jpg', '2013-01-18_17_30_13_jpg.rf.1632c7e410b916d84eb56703744bbcea.jpg', '2013-01-18_17_50_14_jpg.rf.9458289cff08a8131a144053a615c130.jpg', '2013-01-18_18_30_15_jpg.rf.9abd4d497e62272a2ee6f740ec3d8034.jpg', '2013-01-18_18_50_15_jpg.rf.ae2846c1dc1535458b224b5107eb5716.jpg', '2013-01-18_19_20_16_jpg.rf.56ae7149d0cd03167a289231b3189852.jpg', '2013-01-19_09_00_04_jpg.rf.e8e84563e1f464372d23ca296aa84d58.jpg', '2013-01-19_09_50_05_jpg.rf.a7cdecb9b2a6a944ef288cf0bba25b0e.jpg', '2013-01-19_10_10_05_jpg.rf.41b4b70e50a82ff56d39560818c8c981.jpg', '2013-01-19_10_15_05_jpg.rf.59b05220e3bc4a125c6126f739d92528.jpg', '2013-01-19_14_30_10_jpg.rf.ce069423a97cef95bfbcdb209a0eb339.jpg', '2013-01-19_16_15_12_jpg.rf.d40b38cc27317f9ec33773aab7bbc8c9.jpg', '2013-01-19_16_25_12_jpg.rf.3b4718c1d2f86d3df3560108e9d7c889.jpg', '2013-01-19_18_50_15_jpg.rf.6c416306ef658a87006381ea988f2f2b.jpg', '2013-01-19_19_25_15_jpg.rf.2a15d95a09c4cd557fc4e1e75873cf58.jpg', '2013-01-19_19_45_16_jpg.rf.a4ca2a61161909453a2915d37f425ac3.jpg', '2013-01-19_19_50_16_jpg.rf.a5dc99d9c1dc2a49c2fbce09731c7c87.jpg', '2013-01-20_08_00_03_jpg.rf.bec4224364c49ec0feaa26383a7ac9d2.jpg', '2013-01-20_08_10_03_jpg.rf.ee22be08ac3fe529539a31146e3153c1.jpg', '2013-01-20_08_25_03_jpg.rf.2a765292ce0c77827afd7b9bae01b2d1.jpg', '2013-01-20_09_05_04_jpg.rf.ac4494de963a6d468d1b0eda727f366a.jpg', '2013-01-20_10_20_05_jpg.rf.b4c794a2d63e23a7ed52d1da8399c094.jpg', '2013-01-20_12_55_08_jpg.rf.74a272dd14bef74a51a01a5ca5f968ba.jpg', '2013-01-20_13_00_08_jpg.rf.d0e0f5bb9dd122d86907cb32c841c5c1.jpg', '2013-01-20_13_25_09_jpg.rf.15efbf6966841681cc9abea7abd23339.jpg', '2013-01-20_14_05_09_jpg.rf.b5c659014d995079b8681978021e3c91.jpg', '2013-01-20_14_25_10_jpg.rf.1c669fff289f8a08f1401dc26db777e6.jpg', '2013-01-20_15_05_11_jpg.rf.c71ca609de59baa7656fd87b15476074.jpg', '2013-01-20_16_45_12_jpg.rf.1077f17a51692d42e74144e74afc5156.jpg', '2013-01-20_18_35_14_jpg.rf.50f5c9063ed7f702db0e0668bb42f8f5.jpg', '2013-01-20_19_15_15_jpg.rf.94a5b5b749d96f6086f733a4b87b06df.jpg', '2013-01-20_19_30_15_jpg.rf.8d42d6eec69ef4858183c82ccf86e0fa.jpg', '2013-01-20_20_35_16_jpg.rf.16232bc1aea031196ad95ddd3e20076d.jpg', '2013-01-21_07_40_02_jpg.rf.8bbf0616310b3b0048665cb4c559a83d.jpg', '2013-01-21_07_55_03_jpg.rf.067dcd214a870b49c4cb1af8dd6376e8.jpg', '2013-01-21_08_25_03_jpg.rf.388a5e35507dd30c152100bfced8471e.jpg', '2013-01-21_09_10_04_jpg.rf.54fbcb1e5daccbc8bc45444b2f414cc1.jpg', '2013-01-21_10_05_05_jpg.rf.99539c09563ff090390c7655b96327cb.jpg', '2013-01-21_10_55_06_jpg.rf.74372f36e820c40d91a2def1851e6ff6.jpg', '2013-01-21_11_05_06_jpg.rf.369a97bd834c61206af068804561c6a9.jpg', '2013-01-21_11_45_07_jpg.rf.9bc42afeab484ceab219a846d4da887c.jpg', '2013-01-21_12_05_07_jpg.rf.18dfff12c1ad8f891449ca3aab7a3783.jpg', '2013-01-21_12_10_07_jpg.rf.517a2811faa6a38259ce71abc87a3c99.jpg', '2013-01-21_13_25_09_jpg.rf.c343cf9e1f9b089f2b1cc19c897fc45d.jpg', '2013-01-21_14_05_10_jpg.rf.98d91d87aa487ae5e921fc72775611a1.jpg', '2013-01-21_14_35_10_jpg.rf.61ed18a91fdd765f2fbf54d7c2d5f599.jpg', '2013-01-21_15_30_11_jpg.rf.2f17dea62ac74b40a4335f7fd9382c33.jpg', '2013-01-21_16_45_12_jpg.rf.f2bfd25b437782b9145d381a25188c5a.jpg', '2013-01-21_16_55_13_jpg.rf.373ee00e1f4b59a3b2719d777d190499.jpg', '2013-01-21_17_15_13_jpg.rf.38140c987cbee8eb30778c3c64f1475d.jpg', '2013-01-21_17_55_14_jpg.rf.2703736793094d36675f076fad98e06a.jpg', '2013-01-21_18_05_14_jpg.rf.30fcc12cce5eed4cba935c0740b6292d.jpg', '2013-01-21_19_15_15_jpg.rf.8f49e4b59494a8667e4e9fc8d0d2f81b.jpg', '2013-01-21_19_20_15_jpg.rf.09b9299cac764ea652eacf2ca0a01312.jpg', '2013-01-21_20_05_16_jpg.rf.a61022cd6d2867cec1bee9a37e61d71e.jpg', '2013-01-21_20_55_17_jpg.rf.96756c5d729231727b6e33e375ea33a7.jpg', '2013-01-22_09_30_05_jpg.rf.54a12b145da387d3b2b366f6be321aa0.jpg', '2013-01-22_10_10_05_jpg.rf.ffc134f3cc62fdaa610a40e0f086f665.jpg', '2013-01-22_10_35_06_jpg.rf.b767c822b98b86c39a1b1119874e0ff8.jpg', '2013-01-22_11_40_07_jpg.rf.9e3a3172d9aaae4958c2717b4667011f.jpg', '2013-01-22_13_40_09_jpg.rf.2273dc00e8e7fc8370ccb1bf8ea183d1.jpg', '2013-01-22_16_25_11_jpg.rf.1e54fe6adc25a14aaec494239af99918.jpg', '2013-01-22_17_20_12_jpg.rf.6b1fdf569ebbf93e14832e6b2383046e.jpg', '2013-01-22_17_25_12_jpg.rf.f3e857fe0e02b833098a9c3dbaf36493.jpg', '2013-01-22_18_00_13_jpg.rf.6c662e9486a6f017a9f97729ebf93866.jpg', '2013-01-22_18_05_13_jpg.rf.e7654d29251106bcc209e73ab945eeaa.jpg', '2013-01-22_18_10_13_jpg.rf.e23c99bba3ba91072ccb8256c1e5b476.jpg', '2013-01-22_18_20_13_jpg.rf.63da7f4386e4f89f5eb18b7b08ebb2d8.jpg', '2013-01-22_18_30_13_jpg.rf.268d7ff9a57702a7fb81fb9806b5d30b.jpg', '2013-01-22_18_40_13_jpg.rf.b1e5fc34dc35c3e033e6a9b2bef9a3c3.jpg', '2013-01-22_18_45_14_jpg.rf.da3f6326fa589e39417f7598417e7030.jpg', '2013-01-22_18_55_14_jpg.rf.adfe3b1277bc4209e4d8328522782d94.jpg', '2013-01-22_19_25_14_jpg.rf.c3f8ac1a4e4e3b2404cea983ba5223cd.jpg', '2013-01-22_19_40_14_jpg.rf.8e3cf86f9432c7399996efc12f6ab3fe.jpg', '2013-01-22_20_40_15_jpg.rf.d60b23021e6af65ed6515810975e27d1.jpg', '2013-01-22_20_50_16_jpg.rf.28e187f8eb90e352d5247f37ffb7065c.jpg', '2013-01-29_14_11_16_jpg.rf.4e333c7d6523cb2ac80641b920611afc.jpg', '2013-01-29_14_21_16_jpg.rf.b0c40d38b00b66ffcd58ae023e8991a3.jpg', '2013-01-29_15_46_17_jpg.rf.e573f8359b26277f03c119c4d5c395a7.jpg', '2013-01-29_16_46_18_jpg.rf.f0862baa478275591688d888076f2ab6.jpg', '2013-01-29_17_06_19_jpg.rf.a9854f96d0053636b9556f66d613c28e.jpg', '2013-01-29_17_11_19_jpg.rf.7946c0804ad4a57b935b0bd4d9511030.jpg', '2013-01-29_18_51_21_jpg.rf.c01b545169db6a59a0d2a3be9ba8e89a.jpg', '2013-01-29_20_16_22_jpg.rf.a15f18a0b3e3732edb32c2fcbfa75d4c.jpg', '2013-01-29_20_31_23_jpg.rf.7c82b356a3f00790bcdcd125b7594ab6.jpg', '2013-01-29_20_56_23_jpg.rf.445678c3393b57e218119508b73abbb2.jpg', '2013-02-22_07_40_01_jpg.rf.0ab468e7f004e0e9fb745ca26129c466.jpg', '2013-02-22_07_50_01_jpg.rf.636280e059f820a0eb351302eba1ecac.jpg', '2013-02-22_08_05_02_jpg.rf.2701e0a41f9455dc2e7485c06a36c306.jpg', '2013-02-22_08_40_02_jpg.rf.3cf6f22b62c06634ffa46fc588fc97f4.jpg', '2013-02-22_08_45_02_jpg.rf.f9e894d54a093d344329ce4ba632ba46.jpg', '2013-02-22_09_30_03_jpg.rf.128aef8cea3e875383ecec6faa71cb1a.jpg', '2013-02-22_10_20_04_jpg.rf.97e33ef4feea0ebbad2ee816713354cc.jpg', '2013-02-22_10_30_04_jpg.rf.762bb264cb10b4524b07a21a159719bf.jpg', '2013-02-22_10_35_05_jpg.rf.8b8464b832f44c371e7c6f636a200797.jpg', '2013-02-22_10_40_05_jpg.rf.2086df607250f56f7b7803463d5ffe36.jpg', '2013-02-22_11_15_05_jpg.rf.27415ffc1f802e5c41a212353a590093.jpg', '2013-02-22_11_30_05_jpg.rf.99b8c7a3fd8e326ae2f5df4ababdd046.jpg', '2013-02-22_11_35_06_jpg.rf.b0a02c9e2ba249d9f7a36acf402f9517.jpg', '2013-02-22_12_20_06_jpg.rf.8ad35ae1f290cb1f3aaf6b22c8c0fefd.jpg', '2013-02-22_13_10_07_jpg.rf.9dd34853809e96902ed07d9c391db413.jpg', '2013-02-22_14_40_09_jpg.rf.cf928f82889b98dd6bf07a8223794630.jpg', '2013-02-22_15_35_10_jpg.rf.a693f07a4a2092b22d4399cc15067d6b.jpg', '2013-02-22_17_05_11_jpg.rf.ed2871c6a0258af80b0e080b29843daf.jpg', '2013-02-22_17_30_12_jpg.rf.2eec3a193041808e01369f32727b8fa6.jpg', '2013-02-22_18_15_13_jpg.rf.88ef49ed2cb9a2b311bc22cb18169a1c.jpg', '2013-02-22_18_35_13_jpg.rf.fe206325a985b85e158b6c9bd93c539a.jpg', '2013-02-23_06_10_00_jpg.rf.55825682d4cf0d1abc20e8a65f191250.jpg', '2013-02-23_06_15_00_jpg.rf.a5ab599a6fb01aac090c7e89a5f72172.jpg', '2013-02-23_06_50_00_jpg.rf.c4fab98f16a84fce662cbeb8945c893f.jpg', '2013-02-23_07_05_01_jpg.rf.9c1d2d346f917e9ada670302a20b16b9.jpg', '2013-02-23_07_25_01_jpg.rf.92c1f8fe979e0075dccc3220da4d2c49.jpg', '2013-02-23_08_15_02_jpg.rf.245cdb832322f97043580fd2b2f989b7.jpg', '2013-02-23_08_30_02_jpg.rf.56fcd113ba39279f9f6bd18444499f39.jpg', '2013-02-23_09_25_03_jpg.rf.4a119a9e540688b33bfe721031f0c7f0.jpg', '2013-02-23_10_05_04_jpg.rf.fe488fbf028e2938a1ac3aa3dc454c79.jpg', '2013-02-23_11_25_05_jpg.rf.18b29793b7d43e9fa6c0992e04db42db.jpg', '2013-02-23_11_30_05_jpg.rf.09fb6af29b1ddc86eac9e6c56735dcb1.jpg', '2013-02-23_11_35_05_jpg.rf.bcd5f0c01def044603c9e378bed18454.jpg', '2013-02-23_11_50_06_jpg.rf.bdafff8e48056aa4fcdd3a63215904b4.jpg', '2013-02-23_12_10_06_jpg.rf.eb1ec32b2bb6287ffa2c8b1af53749da.jpg', '2013-02-23_14_35_08_jpg.rf.a8011dddbdd0dce884f5f2fa203f97a5.jpg', '2013-02-23_15_15_09_jpg.rf.fd9540118132a5e2735d9627cef39a28.jpg', '2013-02-23_15_35_09_jpg.rf.919e9fb13ddcbe3cb8c8e2b5117e4766.jpg', '2013-02-23_17_05_11_jpg.rf.a4e6f84091479d6448f174e226ab4d9a.jpg', '2013-02-23_17_20_11_jpg.rf.aa0914e476b6f3d2bc2cc37322c44ec9.jpg', '2013-02-24_06_30_00_jpg.rf.eeab7ec536bb93f079fd3e703444ce8c.jpg', '2013-02-24_06_40_00_jpg.rf.4816be5d36e797b85cdb551fda62a361.jpg', '2013-02-24_07_00_01_jpg.rf.4eb5f28e6d1848495bb0af83983ff65b.jpg', '2013-02-24_07_15_01_jpg.rf.3796884a7487788c2bd9e8279ae6aaf2.jpg', '2013-02-24_08_05_02_jpg.rf.fd462242add4202fe73742fa57f8899c.jpg', '2013-02-24_08_10_02_jpg.rf.574f5f4915fcc801298ebe0a3cfd368a.jpg', '2013-02-24_09_15_03_jpg.rf.cd5ca486f976f43c2952b72d65874a9f.jpg', '2013-02-24_12_05_06_jpg.rf.e3c11d58f12a5df6dddce7bbfb233740.jpg', '2013-02-24_13_35_08_jpg.rf.53a7f94e0fabee2776ff43707ed53572.jpg', '2013-02-24_14_05_08_jpg.rf.6f19dd262aa2abf3417794b3760ab115.jpg', '2013-02-24_16_25_11_jpg.rf.97c2e009c1941ceb53fc35c0d31250f3.jpg', '2013-02-24_16_35_11_jpg.rf.79ec32aa86a1a9c54acedaffa88e8e53.jpg', '2013-02-24_17_10_11_jpg.rf.37d72671e15043714a741648cd74a944.jpg', '2013-02-24_17_20_12_jpg.rf.930160cfeda1a1b9b7620549928a6764.jpg', '2013-02-26_13_19_33_jpg.rf.39caacb31ebfeacc7165afcc0f14a4ef.jpg', '2013-02-26_16_19_37_jpg.rf.fe6f8dfc7b3c85914ae35123ce6b2fcf.jpg', '2013-02-26_16_54_37_jpg.rf.e382fb6a339c372c6c696293fc915108.jpg', '2013-02-26_17_09_38_jpg.rf.c157946ee84bcec00c60d28c8e465bdf.jpg', '2013-02-26_17_34_38_jpg.rf.b7bdf82901f120850e3546e359c978d8.jpg', '2013-02-26_17_39_38_jpg.rf.05cf4eb97cb72522bf22620dd3d2eb87.jpg', '2013-03-02_06_05_00_jpg.rf.f66e8da88a9120a97c994a1ebf613618.jpg', '2013-03-02_06_55_01_jpg.rf.cee7de17c9cbc9527d79b1d2639ba583.jpg', '2013-03-02_07_00_01_jpg.rf.ed92f7a2c3c7ec4b5bb46e31c6dc7515.jpg', '2013-03-02_07_10_01_jpg.rf.68d1c59df540b22644901a8eef53738f.jpg', '2013-03-02_08_00_02_jpg.rf.0215040aaef9b537ea6ba43dc36640f7.jpg', '2013-03-02_08_10_02_jpg.rf.6f11d4f8e94d1a7b62c408e87c13a385.jpg', '2013-03-02_08_35_03_jpg.rf.331fcc03e3a0ead25b9a2a8c7087310d.jpg', '2013-03-02_09_15_03_jpg.rf.206b1914bf043ea9a3cd6b663a5e09b9.jpg', '2013-03-02_09_40_04_jpg.rf.2041582e6292daf8a341c3af2f825251.jpg', '2013-03-02_10_25_05_jpg.rf.22a069b63543f9dab138652c22573858.jpg', '2013-03-02_11_10_06_jpg.rf.c8b070a5fae61175ff2968b3a578ad8a.jpg', '2013-03-02_11_15_06_jpg.rf.605d9fc89b0e66445e3dc766bdd8c44d.jpg', '2013-03-02_11_20_06_jpg.rf.9b5e88ca910f53bf1782ba1291eab071.jpg', '2013-03-02_13_15_08_jpg.rf.50c9506ab80712ef6d98145f1eef0dab.jpg', '2013-03-02_14_45_10_jpg.rf.52921a856f3657cd9623808ac33405c1.jpg', '2013-03-02_16_00_11_jpg.rf.fc35dcc97ab85cb566e3de3c3e3c816f.jpg', '2013-03-02_16_05_11_jpg.rf.be6869fdc7fd7617f54680c08ea6d81c.jpg', '2013-03-02_16_15_12_jpg.rf.5059e93b329d574881e3f551cf7ab2c9.jpg', '2013-03-02_17_15_13_jpg.rf.d82dac6001f25e8c9e888fd53c1043b7.jpg', '2013-03-02_17_35_13_jpg.rf.3201a16e6c959336e5663bf15093b199.jpg', '2013-03-02_18_20_14_jpg.rf.cd6c8caec8b38481566cc32f176dae25.jpg', '2013-03-03_06_15_00_jpg.rf.3a38dc9d27a512106421d5dc9c31b3de.jpg', '2013-03-03_06_40_00_jpg.rf.fa7a0b3939450a111ad449059eed91b3.jpg', '2013-03-03_09_20_03_jpg.rf.051d5677c3d800438a81db53354cb826.jpg', '2013-03-03_10_00_04_jpg.rf.e666d316ff2e5da7a1e642bb5ed1890a.jpg', '2013-03-03_10_55_05_jpg.rf.193497d42eb0406ea536b95dfe5eb317.jpg', '2013-03-03_12_35_07_jpg.rf.65779c0c95210869bfdcd5f8187dde14.jpg', '2013-03-03_14_15_09_jpg.rf.f196de6745dc61ca625641d235b0bfb6.jpg', '2013-03-03_14_30_09_jpg.rf.0def4a324210fed8645b0022897a6830.jpg', '2013-03-03_15_25_10_jpg.rf.2936b332ce19110a97680f602139b8ca.jpg', '2013-03-03_15_30_10_jpg.rf.105ef18499f3e7952d8e78a9145b8131.jpg', '2013-03-03_17_35_13_jpg.rf.1696f5fe1af3b9eaf9caf3ed74af7aa3.jpg', '2013-03-05_07_25_01_jpg.rf.63aa55e7ae35054dbd500b3cb4ac8cee.jpg', '2013-03-05_09_10_03_jpg.rf.c5222025e7844760509ced8b94749a97.jpg', '2013-03-05_10_00_04_jpg.rf.afb4632e9eec33d02716e2c2ba7f1c58.jpg', '2013-03-05_10_35_05_jpg.rf.d761a122829cc0df1bc3dd186dc080ea.jpg', '2013-03-05_16_35_12_jpg.rf.7a782c8d2b9ee80933f7a232fe01d925.jpg', '2013-03-05_16_55_12_jpg.rf.f513c181cb4ff8b7f6447f3691ded472.jpg', '2013-03-05_17_30_13_jpg.rf.abd1ea368c71e9ab870577a5714685c1.jpg', '2013-03-05_17_40_13_jpg.rf.ab6c12eb9808859e6853951e51add199.jpg', '2013-03-05_17_50_13_jpg.rf.9ee7bfefbe64a542e98f867bea55b7e8.jpg', '2013-03-06_07_25_01_jpg.rf.d02d0a39cf322ab716a3845155c6cef2.jpg', '2013-03-06_08_20_02_jpg.rf.1f893f8076290fa8050b0585e7220483.jpg', '2013-03-06_08_30_02_jpg.rf.033152a98b364728638dedabf85af804.jpg', '2013-03-06_08_45_03_jpg.rf.222418873a8cb183c92b298c8f9634b8.jpg', '2013-03-06_08_50_03_jpg.rf.0bff6c30f47bddf040284f21de804929.jpg', '2013-03-06_09_35_04_jpg.rf.a6b4d531373848da09bebb1a46ff7e97.jpg', '2013-03-06_09_45_04_jpg.rf.052857aab3e9f42deefd1af0e22d3864.jpg', '2013-03-06_10_05_04_jpg.rf.c7c95795dc7b03ab4e19545e0069ed83.jpg', '2013-03-06_10_10_04_jpg.rf.8a36bbee7cb47684676ef979398df220.jpg', '2013-03-06_13_20_08_jpg.rf.163bd99f304995af938b0549e3465115.jpg', '2013-03-06_13_55_09_jpg.rf.991f7c48e7a532a77060243bb03ae3b5.jpg', '2013-03-06_15_00_10_jpg.rf.0a56374213850486e4fe1c35a9f7e04a.jpg', '2013-03-06_15_20_11_jpg.rf.549cf293aceef8d6917d1cb3c114b86e.jpg', '2013-03-06_15_55_11_jpg.rf.e82149723bdc09eab5cfa234b1e66918.jpg', '2013-03-06_16_00_11_jpg.rf.59e79adb6fc66cadfe8d110775d78b29.jpg', '2013-03-06_16_05_11_jpg.rf.049a06e0b7c235a4aec5db951b446622.jpg', '2013-03-06_16_10_12_jpg.rf.f9d94a19e094a4e764d1df36880ca446.jpg', '2013-03-06_16_35_12_jpg.rf.491b4bea6f9d220178837ebab90ed8ce.jpg', '2013-03-06_18_05_14_jpg.rf.dedbe14a57f37daa74d2c8e045de23af.jpg', '2013-03-09_08_40_03_jpg.rf.2044e86f88e1b8a0ceb82ccb3e092dac.jpg', '2013-03-09_09_35_04_jpg.rf.f434bb6dbf09f6037b7d8eee076e3d6b.jpg', '2013-03-09_11_05_05_jpg.rf.78590177cfe93a15b1d7660d0fc3b305.jpg', '2013-03-09_11_25_06_jpg.rf.4f3826c86883f7a0e9e6f7a7bf42e17e.jpg', '2013-03-09_11_45_06_jpg.rf.3a27bacaa82b7a99af8b7882c6f9dfc2.jpg', '2013-03-09_11_55_06_jpg.rf.e8edef997bc278770d3ec768798cf513.jpg', '2013-03-09_13_25_08_jpg.rf.af5686866b54b855526e74342dcf0ed1.jpg', '2013-03-09_13_50_09_jpg.rf.8df5b0e068923c951b9333e9b56a4abf.jpg', '2013-03-09_16_45_12_jpg.rf.174455aa82dc40ab68879b57f376fc39.jpg', '2013-03-09_18_15_14_jpg.rf.d7ca5b4b7d964e1a5be1377e6d9f973d.jpg', '2013-03-10_06_30_00_jpg.rf.49d096465f6f8c25f170249f3c72abe5.jpg', '2013-03-10_07_20_01_jpg.rf.c5d75fea99a8e6d3a57451593a34e607.jpg', '2013-03-10_08_20_02_jpg.rf.550979f09067cb053c65550d0caddec9.jpg', '2013-03-10_09_35_04_jpg.rf.c0b81cbd7a36e44ef965721d135cd447.jpg', '2013-03-10_10_25_05_jpg.rf.99286a3ee1d8f71d056622a3a83721af.jpg', '2013-03-10_10_30_05_jpg.rf.c8ca47786631e11651984264e232e4eb.jpg', '2013-03-10_11_00_05_jpg.rf.56c5c87129f93cf5cdba26bf4f9ccfde.jpg', '2013-03-10_12_40_07_jpg.rf.58d0362c2abf1e454c8f367006ad17c1.jpg', '2013-03-10_13_35_08_jpg.rf.9bd1f275219d593123f44e7691b2fb65.jpg', '2013-03-10_14_20_09_jpg.rf.f0776fe1b11e0fe21a141105e3961ec8.jpg', '2013-03-10_15_55_11_jpg.rf.53aff43d675b759c140b0d4f78156c54.jpg', '2013-03-10_17_35_13_jpg.rf.48cda6fc5a10711d164feb7f4d0543f0.jpg', '2013-03-11_07_50_02_jpg.rf.ce1d79319f52cfa232925011ecb50688.jpg', '2013-03-11_07_55_02_jpg.rf.65912840e53f3aa097b21d5c9def3e64.jpg', '2013-03-11_08_35_03_jpg.rf.6f4db715c62edc1a4feb4f4cee7d50bc.jpg', '2013-03-11_09_35_04_jpg.rf.9478a79a74ce0b4295a93887e5e9bd5e.jpg', '2013-03-11_10_55_05_jpg.rf.4e6dd23906a5f76ac89831b72a6d3b52.jpg', '2013-03-11_11_40_06_jpg.rf.ea2f586efdad89de5435554b5e88fe0a.jpg', '2013-03-11_12_45_07_jpg.rf.7b6932a9eeef8c00edc0bba3ee828a96.jpg', '2013-03-11_13_15_08_jpg.rf.a21045aabef08757a7ce1bde89eef474.jpg', '2013-03-11_14_10_09_jpg.rf.342594750f21330def63b06f62c704ff.jpg', '2013-03-11_16_45_12_jpg.rf.a59e7864dd5452e43c71e5a238c6a068.jpg', '2013-03-11_17_00_12_jpg.rf.71d5f3865816629aedcb6ad7e9444fda.jpg', '2013-03-11_18_00_14_jpg.rf.6feddf4ef27df8b8f646bae5073ddf3d.jpg', '2013-03-11_18_15_14_jpg.rf.c2b33e31d571fefba72ee5cc037b5d67.jpg', '2013-03-12_06_30_00_jpg.rf.7a392d494cf39c4231d3f43f266080b4.jpg', '2013-03-12_06_55_01_jpg.rf.703b270b68c07ea8a7a53d2c055e8e10.jpg', '2013-03-12_07_25_01_jpg.rf.5c73f49af1dc33098585a347def6bc02.jpg', '2013-03-12_08_20_02_jpg.rf.10330d9ba73a56bfbe6d92743fc608b6.jpg', '2013-03-12_09_15_03_jpg.rf.ad6c4d08b6d120c779465299c064518c.jpg', '2013-03-12_09_25_04_jpg.rf.47bed5fbb501a147e942061c5d8b2bc6.jpg', '2013-03-12_09_30_04_jpg.rf.e4cf363463b30bf0e37e5b729291e59e.jpg', '2013-03-12_09_40_04_jpg.rf.7e8622894d79a0a241597c2c3a07faf5.jpg', '2013-03-12_12_30_07_jpg.rf.7736cba66fecdb65c32705e6f12590ff.jpg', '2013-03-12_12_45_07_jpg.rf.1b2d74ff6327e9146efd6059ce961846.jpg', '2013-03-12_13_00_08_jpg.rf.60ff7d615d1c39f4a08d9365ae14bed6.jpg', '2013-03-12_14_25_09_jpg.rf.7189eb890fe1d274aaecfed9841358f7.jpg', '2013-03-12_14_50_10_jpg.rf.85904fa3d150befe4785b1fc52e16b3c.jpg', '2013-03-12_15_05_10_jpg.rf.0215071ec24d56a11c961780a77d6732.jpg', '2013-03-12_15_15_10_jpg.rf.8586f8ff4a3a42e89b625ce5e491056b.jpg', '2013-03-12_15_35_11_jpg.rf.3abfe05d9e57f65e7f89314998f2e059.jpg', '2013-03-12_16_45_12_jpg.rf.63bc503a6f1ead534466799988c5aa09.jpg', '2013-03-12_17_10_13_jpg.rf.f3d409d5ccb30225ae7ce1b119ad3859.jpg', '2013-03-12_17_50_13_jpg.rf.10ce009041aad98f8b6fb2213b5131be.jpg', '2013-03-13_06_35_00_jpg.rf.c641b81746f6140f12452194ae44828c.jpg', '2013-03-13_06_40_00_jpg.rf.747c45108d3119c9afb325a0685336a8.jpg', '2013-03-13_07_20_01_jpg.rf.df12d71d485c56028acc478f2e03fb39.jpg', '2013-03-13_08_05_02_jpg.rf.a33746a1b2474c607bd66799caeffe11.jpg', '2013-03-13_08_20_02_jpg.rf.ad0ffa09c0ff98a9466ee784432a61aa.jpg', '2013-03-13_09_20_03_jpg.rf.e34f1cc45a6e756582675a7c50703abe.jpg', '2013-03-13_10_10_04_jpg.rf.800b7a042d80f7c182b8744ba53927e1.jpg', '2013-03-13_10_45_05_jpg.rf.b200f86711c402d5218ad6b1a4155aba.jpg', '2013-03-13_14_30_09_jpg.rf.8a66a8ab1e0798ff1c7a3443131b0333.jpg', '2013-03-13_15_10_10_jpg.rf.6034233680360e87ad8864fe25b3b7dd.jpg', '2013-03-13_17_15_13_jpg.rf.6bc7fbfb5607a0cb8aa11b383ef2dc6b.jpg', '2013-03-13_18_10_14_jpg.rf.8fa16b9aab971be7d2e10316c367851d.jpg', '2013-03-13_18_15_14_jpg.rf.633a7a5bc9020b386e8bda53cf7d02f9.jpg', '2013-03-13_18_25_14_jpg.rf.96625a058a993dfa0b63f0184502ad67.jpg', '2013-03-14_06_45_00_jpg.rf.15ce4bd4719e943dc12e861a9adb26b7.jpg', '2013-03-14_08_40_55_jpg.rf.c14836910c69df5fa8c42afae1650a10.jpg', '2013-03-14_09_10_55_jpg.rf.e7dae7dc63cf659b5c578d2a8871a661.jpg', '2013-03-14_09_35_56_jpg.rf.c55bd4bec63d1999ffa4e85d387f35f8.jpg', '2013-03-14_09_50_56_jpg.rf.9fe41c3ded009dc62574e1f1c0811da0.jpg', '2013-03-14_10_15_56_jpg.rf.d0c0991581000c9935ea840876720d64.jpg', '2013-03-14_12_40_59_jpg.rf.db8d1e3babb29e810374c93541c360fa.jpg', '2013-03-14_12_45_59_jpg.rf.02da28552f9983d9d8e186087f48a21b.jpg', '2013-03-14_12_56_00_jpg.rf.b6f540b24ce0b60cfd4f3e73b09482dc.jpg', '2013-03-14_13_01_00_jpg.rf.bc09197645414bf9351cb1b72402f896.jpg', '2013-03-14_13_26_00_jpg.rf.13d4dd4e19154dda1337200ab53e8fb6.jpg', '2013-03-14_14_26_01_jpg.rf.b6d264bf4b825c42fae0c0cf45561e2d.jpg', '2013-03-14_15_31_03_jpg.rf.c8be29bfa2ea83899e61bf6579381815.jpg', '2013-03-14_16_01_03_jpg.rf.93e5b0db98404e62897ad674b8ac04a6.jpg', '2013-03-14_17_31_05_jpg.rf.a30b91a50a2f822961f1c57cf056f3e2.jpg', '2013-03-14_17_41_05_jpg.rf.87ac12d11fda85ba93c5c207d6990c82.jpg', '2013-03-14_17_46_05_jpg.rf.83a486d466d619ae2b47687f05ec74d2.jpg', '2013-03-14_18_21_06_jpg.rf.9a6020560cd1b59d8a019cab53ad14b4.jpg', '2013-03-15_07_05_01_jpg.rf.47b2c2fc619f2cd827b2ae60738626f5.jpg', '2013-03-15_07_20_01_jpg.rf.67de157d3b548ace9291ad6591076c61.jpg', '2013-03-15_07_25_01_jpg.rf.060ec78b58bae602f0caf57bcc4e2823.jpg', '2013-03-15_07_40_02_jpg.rf.ae7f7818db5d2cba10f6b3f676d367e5.jpg', '2013-03-15_10_40_05_jpg.rf.c417dd878609729db186be2ca991c053.jpg', '2013-03-15_11_30_06_jpg.rf.8689c1499b9e064bc5be8dc843bb37ee.jpg', '2013-03-15_12_30_07_jpg.rf.99b94145797e3e47b614469faea5dd46.jpg', '2013-03-15_12_40_07_jpg.rf.817c2084049d8b1228e4f94b986eed79.jpg', '2013-03-15_14_05_09_jpg.rf.d2040ac5a596eb6ce10e397da9dd09af.jpg', '2013-03-15_14_10_09_jpg.rf.c677ec798887ffd9978c73e94117d661.jpg', '2013-03-15_14_30_10_jpg.rf.b2f585fb81ec49d1dac32bab66ab34f7.jpg', '2013-03-15_18_25_14_jpg.rf.3bca984c21d732fbbc0295a2e28874ff.jpg', '2013-03-16_06_25_00_jpg.rf.e53b29b031e50dfc358cfefa9278ebc2.jpg', '2013-03-16_07_10_01_jpg.rf.b66db177ab101fd71a9631654912b5bc.jpg', '2013-03-16_07_20_01_jpg.rf.9df1f432fa0833a0ada0bbf541f75194.jpg', '2013-03-16_08_00_02_jpg.rf.6191d314f0cacac10405b93b68c1b96d.jpg', '2013-03-16_08_10_02_jpg.rf.9a3887889d3da6106b51591ebff0229c.jpg', '2013-03-16_09_35_04_jpg.rf.dc59f5ba648e41d79e63714ece8ef07b.jpg', '2013-03-16_11_05_06_jpg.rf.ed1287e5731ba3e22d854a32be968eba.jpg', '2013-03-16_12_00_07_jpg.rf.375e5a9120819a3db447fa863cebe020.jpg', '2013-03-16_12_20_07_jpg.rf.5f606af96beb8ee74703a8b0a930e18c.jpg', '2013-03-16_12_25_07_jpg.rf.73f027826090f840bee846c64b37ad53.jpg', '2013-03-16_12_35_07_jpg.rf.bc923b84bcf9f810f136fd448c4004e7.jpg', '2013-03-16_12_40_07_jpg.rf.980b17ac2dfde3da7d320f660ed138a3.jpg', '2013-03-16_13_05_08_jpg.rf.c87974bebb378cd5dccbd914eb6a3d09.jpg', '2013-03-16_14_15_09_jpg.rf.ba7f4af335b5a258544dbc4934530209.jpg', '2013-03-16_14_20_09_jpg.rf.1bfcaafb045008340a360b2b723707b1.jpg', '2013-03-16_14_30_10_jpg.rf.a381efaccbbe07321e7c67692ae28558.jpg', '2013-03-16_14_40_10_jpg.rf.770747c3562c3434e7b987ad23ba5064.jpg', '2013-03-16_15_30_11_jpg.rf.eb6d7ce1c6b06e09241f9be8a618f648.jpg', '2013-03-16_17_35_13_jpg.rf.06b55d06b5ee14b2634583e8ce742210.jpg', '2013-03-16_17_40_13_jpg.rf.070b3696e13550b4a3f9fd151a152750.jpg', '2013-03-16_17_50_13_jpg.rf.12c198eb127eda425cae74a4d0e10afa.jpg', '2013-03-16_18_20_14_jpg.rf.e0538399c2d5bb04149455ca4b02378f.jpg', '2013-03-17_07_50_02_jpg.rf.6e2e36b81de635baf1be8d565160f17c.jpg', '2013-03-17_08_15_02_jpg.rf.183065066b867b8e4779eb103ce09a28.jpg', '2013-03-17_09_05_03_jpg.rf.c21d606da0e28b5b7eb70f9b65f40f32.jpg', '2013-03-17_10_05_04_jpg.rf.125c70981907dc5bacbc3d24b42b9502.jpg', '2013-03-17_10_55_05_jpg.rf.73fadea3a2b98434baa678a884acd483.jpg', '2013-03-17_11_30_06_jpg.rf.f0845b125dee051bf918d2cb6f9b5b77.jpg', '2013-03-17_11_50_06_jpg.rf.e56a91a7008e707755bdc02d319256c7.jpg', '2013-03-17_13_05_08_jpg.rf.a8b9989b57459ada4ef40e757b21cc35.jpg', '2013-03-17_13_35_08_jpg.rf.950663b99e1b0f468233860b36768ea6.jpg', '2013-03-17_14_10_09_jpg.rf.b927ab38b1292a132c4262a76ec65f0e.jpg', '2013-03-17_15_45_11_jpg.rf.c2db82a78398c40cc0d48ab134061722.jpg', '2013-03-17_18_05_14_jpg.rf.ba95c86db66583f9995cbd5609fc89e2.jpg', '2013-03-18_06_40_00_jpg.rf.ce38892d916aaf6c2c8d0ff4f9a91760.jpg', '2013-03-18_07_05_01_jpg.rf.7624a6b8f2f589c6cbcc6451ad81a4ec.jpg', '2013-03-18_07_25_01_jpg.rf.bbc2bc6e4b33e7cb688210b6ade67da0.jpg', '2013-03-18_07_40_02_jpg.rf.986368dc841c9aa5405ff570fa8500b7.jpg', '2013-03-18_08_50_03_jpg.rf.23ba49ccc4c427efae26ed614c6aabd8.jpg', '2013-03-18_09_40_04_jpg.rf.ae8d48e0280ef355c3fbce17794c297f.jpg', '2013-03-18_11_30_06_jpg.rf.4b10d4cb969e1034358002ebd3b38713.jpg', '2013-03-18_12_55_08_jpg.rf.fe9722ecad7040e05b04c7562a94637d.jpg', '2013-03-18_13_50_09_jpg.rf.b66d9bc5cb7d7ccb348775286aea4e93.jpg', '2013-03-18_14_05_09_jpg.rf.60513b2de6bf34db8473b9a91061c12d.jpg', '2013-03-18_15_15_10_jpg.rf.810984b21a9520acbe0ec1532896b186.jpg', '2013-03-18_15_20_11_jpg.rf.571e637614eb79624e487d180bfa6b26.jpg', '2013-03-18_16_10_12_jpg.rf.e398ce9abc5144c653ba059388529f34.jpg', '2013-03-18_16_30_12_jpg.rf.415104554d6827df68f99115dba904fb.jpg', '2013-03-18_17_25_13_jpg.rf.e0105ed40554960fdb28e73076eb21aa.jpg', '2013-03-19_06_35_00_jpg.rf.dd91e4eea84d7ac0cd6bea94053529a0.jpg', '2013-03-19_06_45_00_jpg.rf.0c090f6180e5f27e2f4a88380dd42d31.jpg', '2013-03-19_07_00_01_jpg.rf.e53e5e1e3a2d8f6a890c895758de87cd.jpg', '2013-03-19_08_10_02_jpg.rf.9d61871a2cbace03da6f8bddae8f4665.jpg', '2013-03-19_08_40_03_jpg.rf.e0e3b66c6a444909592295d870b0ca85.jpg', '2013-03-19_11_15_06_jpg.rf.8daf6776ca4677b329e570cb011ed433.jpg', '2013-03-19_12_05_07_jpg.rf.90ae1eca0a0bdaeff9197860d6ddd960.jpg', '2013-03-19_12_35_07_jpg.rf.18e4990e19a62b45e7c218b9675d0ef9.jpg', '2013-03-19_15_00_10_jpg.rf.06ba80863cb849b7ae9de1fb0f836ac7.jpg', '2013-03-19_16_30_12_jpg.rf.f568bb1cbf6eee8cab0434d1382a462f.jpg', '2013-03-19_17_15_13_jpg.rf.6e49bb2a4ec740a8475a6f7911ef1584.jpg', '2013-03-19_17_20_13_jpg.rf.7da25668d76b34eae24a9604ffcd4809.jpg', '2013-03-19_17_25_13_jpg.rf.75f69e74b9f6d6299180e694f56ae9cf.jpg', '2013-03-19_17_40_13_jpg.rf.21915611ae007e29011fede6f90b4de7.jpg', '2013-03-19_18_05_14_jpg.rf.fde1a0fccdb1f4ec026abe47fe69001b.jpg', '2013-03-20_09_05_03_jpg.rf.21e17bf418c8c608ebe5fd03dca0989d.jpg', '2013-03-20_09_15_03_jpg.rf.9afcf81474ce768debab4b68316d8fdf.jpg', '2013-03-20_09_55_04_jpg.rf.5712867db924f840329328b718ba6958.jpg', '2013-03-20_11_10_05_jpg.rf.b78ec2d8441a1c55c2de5ea4385f463e.jpg', '2013-03-20_13_00_08_jpg.rf.d76cb91b8e1f2ab93f228f262c8f66bd.jpg', '2013-03-20_14_45_10_jpg.rf.f943f1655ed1c0b98340112a31df56dd.jpg', '2013-03-20_15_20_10_jpg.rf.a906500a9a3ea21140990c759d7958f9.jpg', '2013-03-20_15_35_11_jpg.rf.0fc4feb3a7a80536e04abeeeace45819.jpg', '2013-03-20_15_55_11_jpg.rf.fbc017683bdbd2f95084ea7eed4a9a02.jpg', '2013-03-20_16_10_11_jpg.rf.76f0346f71303c28a9bf61564bd1d38c.jpg', '2013-03-20_16_25_12_jpg.rf.d71c1544910502ccfb10d13b87ebf4d2.jpg', '2013-03-20_17_10_12_jpg.rf.7f3a12a50ad4735189cac2cf4c74988f.jpg', '2013-03-20_17_20_13_jpg.rf.3b71b451429e3d495a49eb265b32d8e3.jpg', '2013-03-20_17_40_13_jpg.rf.51144607614b2b587f8ea422e7071126.jpg', '2013-03-20_17_50_13_jpg.rf.17b57d5914462f8da4f773077e2c390c.jpg', '2013-03-20_18_10_14_jpg.rf.a7940d2fab28797723c12ef65f26b312.jpg', '2013-03-21_06_45_01_jpg.rf.edd744ff81b8221acffdfcb22781f4f7.jpg', '2013-03-21_07_15_01_jpg.rf.e042ef74d652805ec4b963c0937d87ad.jpg', '2013-03-21_07_40_02_jpg.rf.4f6fb621f1571b8356906ac8c3c134bc.jpg', '2013-03-21_07_45_02_jpg.rf.c3b692f7c4014a81b09ecefbe461c980.jpg', '2013-03-21_08_10_02_jpg.rf.593d3a9a5b104c643b555007ec361a8b.jpg', '2013-03-21_09_20_03_jpg.rf.64ec44dfc86899239ad03d202fa246ec.jpg', '2013-03-21_09_50_04_jpg.rf.175c0c0dbe621ec1349138af2f674c34.jpg', '2013-03-21_09_55_04_jpg.rf.5edd59854f3105ec8da1fe7c42911857.jpg', '2013-03-21_10_45_05_jpg.rf.a3946e495f693697d468b1ad364ffb4b.jpg', '2013-03-21_10_50_05_jpg.rf.55d14a3226647037f1fd4169d0354d71.jpg', '2013-03-21_11_00_05_jpg.rf.1e75428e8252b69f3f48c94b73f131d1.jpg', '2013-03-21_12_10_07_jpg.rf.d51e25de7232c2c8d4ce81b5c5801d67.jpg', '2013-03-21_12_35_07_jpg.rf.1c51d6924299d75108021cf9c4bacd4a.jpg', '2013-03-21_13_45_09_jpg.rf.71dd87f6549b2d52fef0b7dd64565c11.jpg', '2013-03-21_14_35_10_jpg.rf.dfb94508162784a353201ea6c9322614.jpg', '2013-03-21_15_35_11_jpg.rf.6708eb849dcb6ccf7afb668fbdc6c18f.jpg', '2013-03-21_17_05_12_jpg.rf.e239f8c3eb2cb2dd3f8261c5fab834a7.jpg', '2013-03-21_17_30_13_jpg.rf.135b5492f92bbe5a220794ccb29ae8d3.jpg', '2013-03-22_07_10_01_jpg.rf.b4e418ad05722767834857292a13ca0e.jpg', '2013-03-22_07_40_02_jpg.rf.bf335bf7f42427ec0de78b1d50582256.jpg', '2013-03-22_07_50_02_jpg.rf.a2313dc3779b5a2032ab6e11f7dc6f89.jpg', '2013-03-22_09_30_04_jpg.rf.1bb3efbc67c87ba0a0fd98ebf7aec8e5.jpg', '2013-03-22_11_35_06_jpg.rf.595ec6e53a3dff3622312f00872e71c0.jpg', '2013-03-22_13_15_08_jpg.rf.82484b0e26000b3187adef3b91650a66.jpg', '2013-03-22_13_25_08_jpg.rf.ad7374d311941c45b4e32401e98b8aed.jpg', '2013-04-09_06_45_00_jpg.rf.c06638820a88ee2ca92f76862efa1235.jpg', '2013-04-09_07_10_01_jpg.rf.fe2ba14e7335400401d2eb589e285a07.jpg', '2013-04-09_07_30_01_jpg.rf.72eee91817dff9a6c3c67e4669e912cb.jpg', '2013-04-09_08_05_02_jpg.rf.5e61ad74b931969d8ca246e4e1af2314.jpg', '2013-04-09_09_15_03_jpg.rf.8598661ded5366d19d13de2d672b0f67.jpg', '2013-04-09_09_40_04_jpg.rf.47bb5b2c8af5a6e6c26a315966eded63.jpg', '2013-04-09_10_30_05_jpg.rf.7f18436427d92d540e16f50d0748a65d.jpg', '2013-04-09_11_00_05_jpg.rf.adef326ba2b9bede4c6c639d68059219.jpg', '2013-04-09_11_35_06_jpg.rf.93229bc18e11e41364444c5089446446.jpg', '2013-04-09_12_15_07_jpg.rf.8e33d293086d8f2c3a6802c7de7dd5cb.jpg', '2013-04-09_12_35_07_jpg.rf.4fb2f0dafdb2e2bfa50c9e4ddcecc807.jpg', '2013-04-09_12_45_07_jpg.rf.c966117b6079e080142dbaa4f46dd3ac.jpg', '2013-04-09_13_25_08_jpg.rf.252c6080caa8d984c45b15bc0dbd657a.jpg', '2013-04-09_13_50_09_jpg.rf.e4723158b3c68280929e37f7253304e8.jpg', '2013-04-09_14_00_09_jpg.rf.ae22ea94681aa8bc151070052ef64600.jpg', '2013-04-09_16_40_12_jpg.rf.bb602e055019dc202d4b628b1970e8bc.jpg', '2013-04-09_17_55_13_jpg.rf.bca65860faa496fc9f7559e5d1041306.jpg', '2013-04-10_06_50_00_jpg.rf.e2aee577e87a93b3b5d2e53963c93028.jpg', '2013-04-10_07_05_01_jpg.rf.0459cfef0efabbe1d47edb012b5f9d98.jpg', '2013-04-10_08_30_02_jpg.rf.d708f66b0f79eaac8a72585e2734ad94.jpg', '2013-04-10_08_40_03_jpg.rf.8a27ba1af56bccbfce9c92ad45a2130b.jpg', '2013-04-10_10_25_04_jpg.rf.cb4bcf753197051bd70d5395d534407e.jpg', '2013-04-10_10_55_05_jpg.rf.bc7366a055dffaca341b57cb3310dfd9.jpg', '2013-04-10_11_10_05_jpg.rf.4d69761e3745225c78c1bc86ec52df05.jpg', '2013-04-10_13_25_08_jpg.rf.51ba86d7dee38758b7c95f38b59f1aed.jpg', '2013-04-10_13_35_08_jpg.rf.c6be0deac61d5db1e0322bb1ca48db70.jpg', '2013-04-10_13_55_08_jpg.rf.bb837be4b2658161dd56cce6ad59291a.jpg', '2013-04-10_14_05_09_jpg.rf.05d7fe204368d141e1cfb79afb610c84.jpg', '2013-04-10_14_15_09_jpg.rf.32d5b21f0712e1dc7073dde88a78a6c7.jpg', '2013-04-10_18_10_13_jpg.rf.a8ffcaa2e72f0a8abae05cbcaac7806e.jpg', '2013-04-11_06_25_00_jpg.rf.fde77b8ff9150e5e20c1b39f36b625d7.jpg', '2013-04-11_06_55_01_jpg.rf.b8150f41c7eeb0daa555269432a01d0c.jpg', '2013-04-11_07_50_02_jpg.rf.5762104573f59d2456f8ff99e0408ab7.jpg', '2013-04-11_08_45_03_jpg.rf.a068c5182adf55c98eeb2b44b7d4befb.jpg', '2013-04-11_09_25_03_jpg.rf.dbc9ff5b4a4bc97e867736d570f295ab.jpg', '2013-04-11_10_00_04_jpg.rf.a011647c5d38e30b15c3525480643387.jpg', '2013-04-11_10_40_05_jpg.rf.049e486719f30f1a5f8600940fe31708.jpg', '2013-04-11_10_55_05_jpg.rf.8f005b7af4eb925ea385df26100bf5b7.jpg', '2013-04-11_11_05_05_jpg.rf.282b7c8ccecbd8582dcaf9fc1b9d35a8.jpg', '2013-04-11_11_45_06_jpg.rf.6212987299570f080e2c7cc32b44e875.jpg', '2013-04-11_12_10_06_jpg.rf.bec6295f2ecc75256b558ff8af0310a2.jpg', '2013-04-11_14_25_09_jpg.rf.6eb5a17e33a0f82aac7b93e8f9d20529.jpg', '2013-04-11_17_40_12_jpg.rf.a186a5a2b31d89dbebb61a50c40cd1f8.jpg', '2013-04-12_07_05_01_jpg.rf.2a2758527f2e45cb2ee09241faf31857.jpg', '2013-04-12_08_55_03_jpg.rf.aadff07004b934d88b9b3c0c343c352c.jpg', '2013-04-12_09_35_03_jpg.rf.667074d7017cce2de0911bb5620fd7af.jpg', '2013-04-12_10_35_05_jpg.rf.8c6af22727dacf5e82e7e3da54c77eae.jpg', '2013-04-12_10_45_05_jpg.rf.67e06005163b1a8fe2fef3959f65079f.jpg', '2013-04-12_11_35_06_jpg.rf.b8de8edb49a3ee510508b8b6eec76f35.jpg', '2013-04-12_11_40_06_jpg.rf.f4ad58d9daa00f5073fb678d2ff5608a.jpg', '2013-04-12_13_35_08_jpg.rf.2877efd86d0bb23a94d89247cd29453d.jpg', '2013-04-12_14_50_09_jpg.rf.d69d34ca657c3e71f40e86afc6bb60bd.jpg', '2013-04-12_16_00_11_jpg.rf.72ca39f1a58ea032a5a562fbe1e023e2.jpg', '2013-04-12_16_50_11_jpg.rf.98ef03829219fa72b4189a7c83c72221.jpg', '2013-04-13_06_50_01_jpg.rf.7079b749e3a86ff2ac97f2ce4e78dde7.jpg', '2013-04-13_07_50_02_jpg.rf.94fc534af0b1ad1545bac78170fc2e9c.jpg', '2013-04-13_07_55_02_jpg.rf.79510b1b1d01038cd8c31d9dd5da383e.jpg', '2013-04-13_08_15_02_jpg.rf.fa430415ad55aa8599b7b21ff9a59b57.jpg', '2013-04-13_09_25_03_jpg.rf.b437e5e2f00b2657dff2d163ce917f6f.jpg', '2013-04-13_09_30_04_jpg.rf.d3367628a075cfafd282e09704ecc90f.jpg', '2013-04-13_12_45_07_jpg.rf.77bc06610f9505ff5c12084eb1d899b7.jpg', '2013-04-13_13_55_08_jpg.rf.470f2e1cf90628183df1436ae7c94ea4.jpg', '2013-04-13_14_25_09_jpg.rf.efd95bf253aa2227d5b6319996e2f29c.jpg', '2013-04-13_15_45_10_jpg.rf.8104b61bca969f2dcce0bb97b1b7332c.jpg', '2013-04-13_15_55_11_jpg.rf.b588072a1c82cb29e0aaac12940f3a56.jpg', '2013-04-13_16_00_11_jpg.rf.78debadccfda2f36ccd1fb34fdbdcbf0.jpg', '2013-04-13_16_35_11_jpg.rf.026a0ff9a9709d43b386b884e3dd93d8.jpg', '2013-04-13_17_25_12_jpg.rf.112d13762db80e6546817a41e03e34d9.jpg', '2013-04-13_17_45_13_jpg.rf.186e7a6b927c306bfcd445dd1a02ef85.jpg', '2013-04-14_07_00_01_jpg.rf.1d067535321ee030a1c04d54b46c63d1.jpg', '2013-04-14_07_35_01_jpg.rf.7a249550b6a2eb0e1e26974b4df738a6.jpg', '2013-04-14_08_10_02_jpg.rf.4172d0cbf0a58f4eb1c3fff83aa23253.jpg', '2013-04-14_08_45_03_jpg.rf.1fcc3a8ab847be33f17474b5737c8bf4.jpg', '2013-04-14_09_15_03_jpg.rf.dee10bd50b2adcb0138461946ef427c7.jpg', '2013-04-14_13_05_07_jpg.rf.9c5a93058fc857e00c75096adf70c1f0.jpg', '2013-04-14_13_40_08_jpg.rf.73806c83468062b4d7bbbf3bba554d41.jpg', '2013-04-14_14_10_09_jpg.rf.aca94975b9f24b5d917787ea12ca5ea2.jpg', '2013-04-14_14_25_09_jpg.rf.ef7b9a917fe372d76d1cab6c7ea783fa.jpg', '2013-04-14_15_35_10_jpg.rf.df52b7799e9ae4a469f67d121b0f45ab.jpg', '2013-04-14_16_40_11_jpg.rf.060aa1de0576ed19b0f96505df27aa72.jpg', '2013-04-14_17_25_12_jpg.rf.a1709842e4fddfc544b9aec2eadec498.jpg', '2013-04-14_17_45_12_jpg.rf.bf64a5cec46ad24af1550885dc39a71f.jpg', '2013-04-15_07_05_01_jpg.rf.b9971ea7737a3afd8030350e8ea6d3b9.jpg', '2013-04-15_07_25_01_jpg.rf.0b9308d366b5eeac7be3c36ce6251470.jpg', '2013-04-15_07_40_02_jpg.rf.55bf21277d91ae4a092f6584eb4c4df4.jpg', '2013-04-15_07_55_02_jpg.rf.9cd7f1cbdacc12134d24f09e83978f05.jpg', '2013-04-15_08_00_02_jpg.rf.0b280d820f0c62cb390cbe794148cad6.jpg', '2013-04-15_08_45_03_jpg.rf.a1e72e71ab3eeb2addf3ccdbb4a49d61.jpg', '2013-04-15_08_50_03_jpg.rf.fba29ba5ed7fe50daf28c3315835dfa5.jpg', '2013-04-15_09_05_03_jpg.rf.11f9ff6dcfc851de9b780af804b1ef3d.jpg', '2013-04-15_09_45_04_jpg.rf.71e89b75dda3edd053e8e2d25bb48186.jpg', '2013-04-15_11_35_06_jpg.rf.99f9158f9a33130447fa1830165fb43c.jpg', '2013-04-15_12_25_07_jpg.rf.2eb06de03e1671ee8ae93e57fe35b39e.jpg', '2013-04-15_15_00_09_jpg.rf.4d41bba54bc641aba21a52f64a94d89d.jpg', '2013-04-15_15_40_10_jpg.rf.d72fe528f0ef2bd7d77df37119a06632.jpg', '2013-04-15_15_45_10_jpg.rf.61d41dc83eb05c3832f9315f8a40c2c8.jpg', '2013-04-15_15_55_10_jpg.rf.e32ca978d229733d98535a5ddefb1623.jpg', '2013-04-15_17_20_12_jpg.rf.645df113036e52e572510730e7d84235.jpg', '2013-04-15_17_40_12_jpg.rf.a6d4f6f69f8320b5fa04170ecbff8d5a.jpg', '2013-04-15_18_00_13_jpg.rf.a81662bde9d55256a28a145c46770be3.jpg', '2013-04-16_10_05_04_jpg.rf.1b2b800b350cffd72a24ade7f8485d52.jpg', '2013-04-16_10_20_04_jpg.rf.cf2eeba0fef298a616a157669246fabe.jpg', '_annotations.coco.json'] Processing: 2012-09-11_15_53_00_jpg.rf.8282544a640a23df05bd245a9210e663.jpg Car Slot 1: Occupied Car Slot 2: Occupied Truck Slot 1: Occupied Processing: 2012-09-11_16_48_36_jpg.rf.4ecc8c87c61680ccc73edc218a2c8d7d.jpg Car Slot 1: Occupied Car Slot 2: Occupied Truck Slot 1: Occupied Processing: 2012-09-12_06_36_36_jpg.rf.08869047c7e9f62f5ce9334546b52958.jpg Car Slot 1: Empty Car Slot 2: Occupied Truck Slot 1: Occupied Processing: 2012-09-12_08_15_53_jpg.rf.025635f821fe24c12ab497efbfd3d35c.jpg Car Slot 1: Occupied Car Slot 2: Occupied Truck Slot 1: Occupied Processing: 2012-09-12_09_18_46_jpg.rf.d95bc1a314fb384813111f94c25b4ef3.jpg Car Slot 1: Occupied Car Slot 2: Occupied Truck Slot 1: Occupied Processing: 2012-09-12_10_05_57_jpg.rf.5f9542ab6498fd436eef35d5ac8f5c04.jpg Car Slot 1: Occupied Car Slot 2: Occupied Truck Slot 1: Occupied Processing: 2012-09-12_11_19_23_jpg.rf.6117980a95928044af18001e3c3bbdb8.jpg Car Slot 1: Occupied Car Slot 2: Occupied Truck Slot 1: Occupied Processing: 2012-09-12_11_56_00_jpg.rf.041680c3e728940e946ad42134b7362a.jpg Car Slot 1: Occupied Car Slot 2: Occupied Truck Slot 1: Occupied Processing: 2012-09-12_12_48_19_jpg.rf.eccec03cf08ccc4f50d46b8212b2668f.jpg Car Slot 1: Occupied Car Slot 2: Occupied Truck Slot 1: Occupied Processing: 2012-09-12_14_12_08_jpg.rf.667489b9945bf933e519cc5c39c3a084.jpg Car Slot 1: Occupied Car Slot 2: Occupied Truck Slot 1: Occupied Processing: 2012-09-13_06_57_24_jpg.rf.0266dc68a1401a0553bec6affdcfae57.jpg Car Slot 1: Occupied Car Slot 2: Empty Truck Slot 1: Empty
Video Classification¶
In [ ]:
import cv2
prototxt = "MobileNetSSD_deploy.prototxt.txt"
model = "MobileNetSSD_deploy.caffemodel"
net = cv2.dnn.readNetFromCaffe(prototxt, model)
CLASSES = ["background", "aeroplane", "bicycle", "bird", "boat",
"bottle", "bus", "car", "cat", "chair", "cow", "diningtable",
"dog", "horse", "motorbike", "person", "pottedplant", "sheep",
"sofa", "train", "tvmonitor"]
vehicle_classes = {"car", "bus", "motorbike", "bicycle", "truck"}
cap = cv2.VideoCapture("classification clip2.mp4")
while cap.isOpened():
ret, frame = cap.read()
if not ret:
break
(h, w) = frame.shape[:2]
blob = cv2.dnn.blobFromImage(cv2.resize(frame, (300, 300)),
0.007843, (300, 300), 127.5)
net.setInput(blob)
detections = net.forward()
for i in range(detections.shape[2]):
confidence = detections[0, 0, i, 2]
if confidence > 0.5:
idx = int(detections[0, 0, i, 1])
label = CLASSES[idx]
if label in vehicle_classes:
box = detections[0, 0, i, 3:7] * [w, h, w, h]
(startX, startY, endX, endY) = box.astype("int")
cv2.rectangle(frame, (startX, startY), (endX, endY),
(0, 255, 0), 2)
label_text = f"{label}: {round(confidence * 100, 1)}%"
cv2.putText(frame, label_text, (startX, startY - 10),
cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 2)
cv2.imshow("Vehicle Detection", frame)
if cv2.waitKey(1) & 0xFF == ord('q'):
break
cap.release()
cv2.destroyAllWindows()